Multiple Correspondence Analysis

This dataset contains 1267 individuals and 597 variables.

1. Study of the outliers

The analysis of the graphs does not detect any outlier.

2. Inertia distribution

The inertia of the first dimensions shows if there are strong relationships between variables and suggests the number of dimensions that should be studied.

The first two dimensions of MCA express 7.45% of the total dataset inertia ; that means that 7.45% of the individuals (or variables) cloud total variability is explained by the plane. This is a very small percentage and the first plane represents a small part of the data variability. This value is greater than the reference value that equals 1.01%, the variability explained by this plane is thus significant (the reference value is the 0.95-quantile of the inertia percentages distribution obtained by simulating 709 data tables of equivalent size on the basis of a uniform distribution).

From these observations, it is important to also interpret the dimensions greater or equal to the third one.

Figure 2 - Decomposition of the total inertia on the components of the MCA

An estimation of the right number of axis to interpret suggests to restrict the analysis to the description of the first 76 axis. These axis present an amount of inertia greater than those obtained by the 0.95-quantile of random distributions (51.53% against 31.06%). This observation suggests that only these axis are carrying a real information. As a consequence, the description will stand to these axis.

3. Description of the plane 1:2

Figure 3.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 3.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 1 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v55=v55_9, v44=v44_9, v5=v5_0, v29=v29_1, v54=v54_9, v28=v28_1, v57=v57_9, v4=v4_0, v35=v35_5 and v53=v53_9 (factors are sorted from the most common).
low frequency for factors like v35=v35.NA, v51=v51.NA, v48=v48.NA, v44=v44.NA, v55=v55.NA, v45=v45.NA, v47=v47.NA, v46=v46.NA, v57=v57.NA and v54=v54.NA (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v29=v29.NA, v28=v28.NA, v41=v41.NA, v40=v40.NA, v32=v32.NA, v30=v30.NA, v33=v33.NA, v37=v37.NA, v42=v42_9 and v83=v83.NA (factors are sorted from the most common).
low frequency for factors like v41=v41_1, v37=v37_1, v33=v33_1, v51=v51_1, v44=v44_9, v55=v55_9, v57=v57_9, v29=v29_1, v28=v28_1 and v54=v54_9 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v29=v29_6, v40=v40_7, v21=v21_9, v28=v28_3, v42=v42_6, v41=v41_2, v43=v43_1, v6=v6_1, v30=v30_7 and v35=v35.NA (factors are sorted from the most common).
low frequency for factors like v4=v4_0, v44=v44_9, v55=v55_9, v43=v43_6, v5=v5_0, v29=v29_1, v17=v17_1, v28=v28_1, v54=v54_9 and v35=v35_5 (factors are sorted from the rarest).

The dimension 2 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v29=v29_6, v40=v40_7, v21=v21_9, v28=v28_3, v42=v42_6, v41=v41_2, v43=v43_1, v6=v6_1, v30=v30_7 and v35=v35.NA (factors are sorted from the most common).
low frequency for factors like v4=v4_0, v44=v44_9, v55=v55_9, v43=v43_6, v5=v5_0, v29=v29_1, v17=v17_1, v28=v28_1, v54=v54_9 and v35=v35_5 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v29=v29.NA, v28=v28.NA, v41=v41.NA, v40=v40.NA, v32=v32.NA, v30=v30.NA, v33=v33.NA, v37=v37.NA, v42=v42_9 and v83=v83.NA (factors are sorted from the most common).
low frequency for factors like v41=v41_1, v37=v37_1, v33=v33_1, v51=v51_1, v44=v44_9, v55=v55_9, v57=v57_9, v29=v29_1, v28=v28_1 and v54=v54_9 (factors are sorted from the rarest).

4. Description of the plane 3:4

Figure 4.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 4.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 3 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v42=v42_4, v34=v34_4, v41=v41_2, v76=v76_4, v30=v30_2, v26=v26_4, v25=v25_7, v24=v24_1, v23=v23_10 and v83=v83_6 (factors are sorted from the most common).
low frequency for factors like v42=v42_6, v4=v4_1, v41=v41_1, v68=v68_1, v29=v29_5, v83=v83_8, v30=v30_7, v54=v54_5, v24=v24_4 and v82=v82_8 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v41=v41.NA, v40=v40.NA, v29=v29.NA, v28=v28.NA, v30=v30.NA, v42=v42_9, v32=v32.NA, v33=v33.NA, v83=v83.NA and v79=v79.NA (factors are sorted from the most common).
low frequency for factors like v42=v42_6, v28=v28_3, v80=v80_2, v79=v79_2, v9=v9_5, v83=v83_8, v21=v21_9, v41=v41_1, v66=v66_1 and v72=v72_1 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v28=v28_3, v9=v9_5, v40=v40_3, v77=v77_4, v21=v21_9, v42=v42_6, v75=v75_4, v8=v8_5, v82=v82_4 and v70=v70_3 (factors are sorted from the most common).
low frequency for factors like v43=v43_6, v34=v34_4, v9=v9_1, v9=v9_2, v2=v2_0, v70=v70_1, v71=v71_1, v38=v38_1, v44=v44_9 and v21=v21_1 (factors are sorted from the rarest).

The group 4 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v44=v44_9, v28=v28_4, v55=v55_9, v40=v40_2, v46=v46_9, v48=v48_1, v41=v41_1, v29=v29_5, v45=v45_9 and v71=v71_1 (factors are sorted from the most common).
low frequency for factors like v45=v45.NA, v48=v48.NA, v29=v29_6, v41=v41_2, v52=v52.NA, v44=v44.NA, v55=v55.NA, v54=v54.NA, v40=v40_7 and v44=v44_1 (factors are sorted from the rarest).

The dimension 4 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v44=v44_9, v28=v28_4, v55=v55_9, v40=v40_2, v46=v46_9, v48=v48_1, v41=v41_1, v29=v29_5, v45=v45_9 and v71=v71_1 (factors are sorted from the most common).
low frequency for factors like v45=v45.NA, v48=v48.NA, v29=v29_6, v41=v41_2, v52=v52.NA, v44=v44.NA, v55=v55.NA, v54=v54.NA, v40=v40_7 and v44=v44_1 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v41=v41.NA, v40=v40.NA, v29=v29.NA, v28=v28.NA, v30=v30.NA, v42=v42_9, v32=v32.NA, v33=v33.NA, v83=v83.NA and v79=v79.NA (factors are sorted from the most common).
low frequency for factors like v42=v42_6, v28=v28_3, v80=v80_2, v79=v79_2, v9=v9_5, v83=v83_8, v21=v21_9, v41=v41_1, v66=v66_1 and v72=v72_1 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v28=v28_3, v9=v9_5, v40=v40_3, v77=v77_4, v21=v21_9, v42=v42_6, v75=v75_4, v8=v8_5, v82=v82_4 and v70=v70_3 (factors are sorted from the most common).
low frequency for factors like v43=v43_6, v34=v34_4, v9=v9_1, v9=v9_2, v2=v2_0, v70=v70_1, v71=v71_1, v38=v38_1, v44=v44_9 and v21=v21_1 (factors are sorted from the rarest).

The group 4 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v42=v42_4, v34=v34_4, v41=v41_2, v76=v76_4, v30=v30_2, v26=v26_4, v25=v25_7, v24=v24_1, v23=v23_10 and v83=v83_6 (factors are sorted from the most common).
low frequency for factors like v42=v42_6, v4=v4_1, v41=v41_1, v68=v68_1, v29=v29_5, v83=v83_8, v30=v30_7, v54=v54_5, v24=v24_4 and v82=v82_8 (factors are sorted from the rarest).

5. Description of the plane 5:6

Figure 5.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 5.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 5 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v42=v42_4, v28=v28_4, v46=v46_9, v40=v40_2, v79=v79_5, v24=v24_1, v23=v23_10, v26=v26_4, v25=v25_7 and v24=v24_4 (factors are sorted from the most common).
low frequency for factors like v79=v79_2, v82=v82_4, v42=v42_7, v19=v19_1, v40=v40_7, v4=v4_2, v43=v43_6, v28=v28_5, v37=v37_1 and v29=v29_6 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v42=v42.NA, v5=v5.NA, v4=v4.NA, v3=v3.NA, v2=v2.NA, v1=v1.NA, v19=v19_5, v29=v29.NA, v28=v28.NA and v30=v30.NA (factors are sorted from the most common).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v79=v79_2, v82=v82_4, v19=v19_1, v42=v42_7, v40=v40_7, v4=v4_2, v28=v28_5, v43=v43_6, v37=v37_1 and v29=v29_6 (factors are sorted from the most common).
low frequency for factors like v42=v42_4, v28=v28_4, v46=v46_9, v40=v40_2, v79=v79_5, v43=v43_3, v23=v23_10, v24=v24_1, v25=v25_7 and v26=v26_4 (factors are sorted from the rarest).

The dimension 6 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v79=v79_2, v82=v82_4, v19=v19_1, v42=v42_7, v40=v40_7, v4=v4_2, v28=v28_5, v43=v43_6, v37=v37_1 and v29=v29_6 (factors are sorted from the most common).
low frequency for factors like v42=v42_4, v28=v28_4, v46=v46_9, v40=v40_2, v79=v79_5, v43=v43_3, v23=v23_10, v24=v24_1, v25=v25_7 and v26=v26_4 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v42=v42.NA, v5=v5.NA, v4=v4.NA, v3=v3.NA, v2=v2.NA, v1=v1.NA, v19=v19_5, v29=v29.NA, v28=v28.NA and v30=v30.NA (factors are sorted from the most common).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v42=v42_4, v28=v28_4, v46=v46_9, v40=v40_2, v79=v79_5, v24=v24_1, v23=v23_10, v26=v26_4, v25=v25_7 and v24=v24_4 (factors are sorted from the most common).
low frequency for factors like v79=v79_2, v82=v82_4, v42=v42_7, v19=v19_1, v40=v40_7, v4=v4_2, v43=v43_6, v28=v28_5, v37=v37_1 and v29=v29_6 (factors are sorted from the rarest).

6. Description of the plane 7:8

Figure 6.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 6.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 7 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA, v96=v96.NA, v95=v95.NA, v90=v90.NA, v94=v94.NA, v27=v27.NA and v30=v30_7 (factors are sorted from the most common).
low frequency for factors like v24=v24_4, v23=v23_1, v27=v27_5, v96=v96_99, v55=v55_3, v21=v21_9, v44=v44_1, v42=v42_9, v28=v28.NA and v29=v29.NA (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v43=v43_3, v72=v72_2, v19=v19_4, v17=v17_1, v24=v24_4, v23=v23_1, v76=v76_3, v73=v73_4, v74=v74_3 and v73=v73_3 (factors are sorted from the most common).
low frequency for factors like v19=v19_1, v43=v43_1, v72=v72_1, v17=v17_4, v73=v73_1, v76=v76.NA, v77=v77.NA, v23=v23.NA, v24=v24.NA and v25=v25.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v43=v43_1, v19=v19_1, v17=v17_4, v74=v74_7, v79=v79.NA, v80=v80.NA, v76=v76_7, v83=v83.NA, v96=v96_99 and v15=v15_6 (factors are sorted from the most common).
low frequency for factors like v17=v17_1, v43=v43_3, v72=v72_2, v19=v19_4, v71=v71_3, v76=v76_3, v74=v74_3, v73=v73_4, v95=v95.NA and v96=v96.NA (factors are sorted from the rarest).

The dimension 8 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v43=v43_1, v19=v19_1, v17=v17_4, v74=v74_7, v79=v79.NA, v80=v80.NA, v76=v76_7, v83=v83.NA, v96=v96_99 and v15=v15_6 (factors are sorted from the most common).
low frequency for factors like v17=v17_1, v43=v43_3, v72=v72_2, v19=v19_4, v71=v71_3, v76=v76_3, v74=v74_3, v73=v73_4, v95=v95.NA and v96=v96.NA (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v43=v43_3, v72=v72_2, v19=v19_4, v17=v17_1, v24=v24_4, v23=v23_1, v76=v76_3, v73=v73_4, v74=v74_3 and v73=v73_3 (factors are sorted from the most common).
low frequency for factors like v19=v19_1, v43=v43_1, v72=v72_1, v17=v17_4, v73=v73_1, v76=v76.NA, v77=v77.NA, v23=v23.NA, v24=v24.NA and v25=v25.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA, v96=v96.NA, v95=v95.NA, v90=v90.NA, v94=v94.NA, v27=v27.NA and v30=v30_7 (factors are sorted from the most common).
low frequency for factors like v24=v24_4, v23=v23_1, v27=v27_5, v96=v96_99, v55=v55_3, v21=v21_9, v44=v44_1, v42=v42_9, v28=v28.NA and v29=v29.NA (factors are sorted from the rarest).

7. Description of the plane 9:10

Figure 7.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 7.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 9 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v26=v26_9, v25=v25_15, v42=v42_2, v66=v66_2, v3=v3_5, v80=v80_1, v27=v27_4, v6=v6_4, v47=v47_9 and v43=v43_5 (factors are sorted from the most common).
low frequency for factors like v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v23=v23_1, v24=v24_4, v70=v70_1, v71=v71_1, v66=v66_1 and v43=v43_3 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v43=v43_3, v17=v17_1, v74=v74_3, v72=v72_2, v76=v76_3, v19=v19_4, v87=v87.NA, v88=v88.NA, v84=v84.NA and v85=v85.NA (factors are sorted from the most common).
low frequency for factors like v19=v19_1, v43=v43_1, v72=v72_1, v84=v84_5, v17=v17_4, v42=v42_2, v85=v85_2, v87=v87_8, v76=v76.NA and v77=v77.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA, v77=v77.NA, v76=v76.NA, v74=v74.NA, v43=v43_1, v75=v75.NA and v57=v57_3 (factors are sorted from the most common).
low frequency for factors like v25=v25_15, v26=v26_9, v23=v23_8, v24=v24_7, v17=v17_1, v16=v16_9, v40=v40_4, v42=v42_2, v73=v73_5 and v27=v27_4 (factors are sorted from the rarest).

The dimension 10 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA, v77=v77.NA, v76=v76.NA, v74=v74.NA, v43=v43_1, v75=v75.NA and v57=v57_3 (factors are sorted from the most common).
low frequency for factors like v25=v25_15, v26=v26_9, v23=v23_8, v24=v24_7, v17=v17_1, v16=v16_9, v40=v40_4, v42=v42_2, v73=v73_5 and v27=v27_4 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v43=v43_3, v17=v17_1, v74=v74_3, v72=v72_2, v76=v76_3, v19=v19_4, v87=v87.NA, v88=v88.NA, v84=v84.NA and v85=v85.NA (factors are sorted from the most common).
low frequency for factors like v19=v19_1, v43=v43_1, v72=v72_1, v84=v84_5, v17=v17_4, v42=v42_2, v85=v85_2, v87=v87_8, v76=v76.NA and v77=v77.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v26=v26_9, v25=v25_15, v42=v42_2, v66=v66_2, v3=v3_5, v80=v80_1, v27=v27_4, v6=v6_4, v47=v47_9 and v43=v43_5 (factors are sorted from the most common).
low frequency for factors like v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v23=v23_1, v24=v24_4, v70=v70_1, v71=v71_1, v66=v66_1 and v43=v43_3 (factors are sorted from the rarest).

8. Description of the plane 11:12

Figure 8.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 8.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 11 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA, v41=v41_2, v27=v27.NA, v83=v83_5, v53=v53_1, v8=v8_5 and v16=v16.NA (factors are sorted from the most common).
low frequency for factors like v25=v25_15, v26=v26_9, v41=v41_1, v42=v42_1, v23=v23_7, v24=v24_8, v40=v40_1, v27=v27_4, v53=v53_9 and v23=v23_8 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v79=v79_5, v83=v83_3, v42=v42_2, v81=v81_3, v82=v82_8, v47=v47_9, v85=v85.NA, v84=v84.NA, v88=v88.NA and v87=v87.NA (factors are sorted from the most common).
low frequency for factors like v79=v79_2, v82=v82_4, v85=v85_2, v83=v83_8, v47=v47_6, v88=v88_8, v30=v30_2, v84=v84_5, v19=v19_1 and v80=v80_2 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v26=v26_9, v25=v25_15, v24=v24_8, v23=v23_7, v42=v42_1, v27=v27_4, v6=v6_6, v81=v81_9, v24=v24_7 and v23=v23_8 (factors are sorted from the most common).
low frequency for factors like v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v41=v41_2, v30=v30_1, v81=v81_3, v42=v42_2, v8=v8_5 and v83=v83_5 (factors are sorted from the rarest).

The dimension 12 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA, v41=v41_2, v27=v27.NA, v83=v83_5, v53=v53_1, v8=v8_5 and v16=v16.NA (factors are sorted from the most common).
low frequency for factors like v25=v25_15, v26=v26_9, v41=v41_1, v42=v42_1, v23=v23_7, v24=v24_8, v40=v40_1, v27=v27_4, v53=v53_9 and v23=v23_8 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v79=v79_5, v83=v83_3, v42=v42_2, v81=v81_3, v82=v82_8, v47=v47_9, v85=v85.NA, v84=v84.NA, v88=v88.NA and v87=v87.NA (factors are sorted from the most common).
low frequency for factors like v79=v79_2, v82=v82_4, v85=v85_2, v83=v83_8, v47=v47_6, v88=v88_8, v30=v30_2, v84=v84_5, v19=v19_1 and v80=v80_2 (factors are sorted from the rarest).

9. Description of the plane 13:14

Figure 9.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 9.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 13 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v57=v57.NA, v46=v46.NA, v55=v55.NA, v44=v44.NA, v23=v23_6, v84=v84_5, v25=v25_5, v19=v19_1, v87=v87_9 and v85=v85_4 (factors are sorted from the most common).
low frequency for factors like v84=v84.NA, v85=v85.NA, v88=v88.NA, v68=v68_2, v87=v87.NA, v57=v57_9, v46=v46_1, v66=v66_4, v52=v52_9 and v83=v83_9 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v81=v81_9, v32=v32_4, v79=v79_6, v86=v86_9, v43=v43_2, v82=v82_7, v43=v43.NA, v74=v74_6, v21=v21.NA and v83=v83_9 (factors are sorted from the most common).
low frequency for factors like v19=v19_1, v86=v86.NA, v73=v73_1, v84=v84.NA, v85=v85.NA, v88=v88.NA, v54=v54_5, v76=v76_7, v87=v87.NA and v51=v51_1 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v85=v85.NA, v84=v84.NA, v88=v88.NA, v87=v87.NA, v86=v86.NA, v57=v57_9, v51=v51_1, v66=v66_4, v35=v35_5 and v46=v46_1 (factors are sorted from the most common).
low frequency for factors like v44=v44.NA, v55=v55.NA, v88=v88_8, v53=v53.NA, v84=v84_5, v85=v85_2, v51=v51.NA, v46=v46.NA, v57=v57.NA and v54=v54.NA (factors are sorted from the rarest).

The dimension 14 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v85=v85.NA, v84=v84.NA, v88=v88.NA, v87=v87.NA, v86=v86.NA, v57=v57_9, v51=v51_1, v66=v66_4, v35=v35_5 and v46=v46_1 (factors are sorted from the most common).
low frequency for factors like v44=v44.NA, v55=v55.NA, v88=v88_8, v53=v53.NA, v84=v84_5, v85=v85_2, v51=v51.NA, v46=v46.NA, v57=v57.NA and v54=v54.NA (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v81=v81_9, v32=v32_4, v79=v79_6, v86=v86_9, v43=v43_2, v82=v82_7, v43=v43.NA, v74=v74_6, v21=v21.NA and v83=v83_9 (factors are sorted from the most common).
low frequency for factors like v19=v19_1, v86=v86.NA, v73=v73_1, v84=v84.NA, v85=v85.NA, v88=v88.NA, v54=v54_5, v76=v76_7, v87=v87.NA and v51=v51_1 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v57=v57.NA, v46=v46.NA, v55=v55.NA, v44=v44.NA, v23=v23_6, v84=v84_5, v25=v25_5, v19=v19_1, v87=v87_9 and v85=v85_4 (factors are sorted from the most common).
low frequency for factors like v84=v84.NA, v85=v85.NA, v88=v88.NA, v68=v68_2, v87=v87.NA, v57=v57_9, v46=v46_1, v66=v66_4, v52=v52_9 and v83=v83_9 (factors are sorted from the rarest).

10. Description of the plane 15:16

Figure 10.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 10.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 15 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v28=v28_4, v84=v84_5, v49=v49_6, v85=v85_2, v47=v47_9, v8=v8_5, v88=v88_8, v45=v45_9, v26=v26_9 and v25=v25_15 (factors are sorted from the most common).
low frequency for factors like v83=v83_9, v82=v82_7, v87=v87.NA, v84=v84.NA, v88=v88.NA, v85=v85.NA, v29=v29_6, v86=v86.NA, v4=v4_2 and v40=v40_7 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v83=v83_9, v87=v87.NA, v88=v88.NA, v84=v84.NA, v85=v85.NA, v82=v82_7, v29=v29_6, v86=v86.NA, v4=v4_2 and v40=v40_7 (factors are sorted from the most common).
low frequency for factors like v28=v28_4, v84=v84_5, v85=v85_2, v49=v49_6, v47=v47_9, v45=v45_9, v25=v25_15, v26=v26_9, v8=v8_5 and v88=v88_8 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v79=v79_4, v40=v40_5, v96=v96_36, v88=v88_3, v86=v86_5, v84=v84_4, v31=v31_3, v6=v6_2, v35=v35_2 and v42=v42_2 (factors are sorted from the most common).

The dimension 16 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v79=v79_4, v40=v40_5, v96=v96_36, v88=v88_3, v86=v86_5, v84=v84_4, v31=v31_3, v6=v6_2, v35=v35_2 and v42=v42_2 (factors are sorted from the most common).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v28=v28_4, v84=v84_5, v49=v49_6, v85=v85_2, v47=v47_9, v8=v8_5, v88=v88_8, v45=v45_9, v26=v26_9 and v25=v25_15 (factors are sorted from the most common).
low frequency for factors like v83=v83_9, v82=v82_7, v87=v87.NA, v84=v84.NA, v88=v88.NA, v85=v85.NA, v29=v29_6, v86=v86.NA, v4=v4_2 and v40=v40_7 (factors are sorted from the rarest).

11. Description of the plane 17:18

Figure 11.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 11.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 17 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v48=v48_9, v74=v74_2, v73=v73_9, v72=v72_9, v52=v52_9, v72=v72_2, v76=v76_2, v88=v88_8, v3=v3_0 and v73=v73_3 (factors are sorted from the most common).
low frequency for factors like v77=v77.NA, v76=v76.NA, v25=v25_1, v23=v23_1, v26=v26_1, v24=v24_4, v28=v28_3, v42=v42_3, v72=v72.NA and v73=v73.NA (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v26=v26_1, v25=v25_1, v23=v23_1, v24=v24_4, v42=v42_3, v27=v27_5, v46=v46_6, v28=v28_1, v54=v54_9 and v5=v5_0 (factors are sorted from the most common).
low frequency for factors like v47=v47_6, v25=v25_15, v26=v26_9, v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v23=v23_7, v24=v24_8 and v2=v2_1 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v28=v28_3, v81=v81_9, v74=v74_6, v71=v71_2, v30=v30_7, v76=v76_6, v94=v94_13, v8=v8_8, v42=v42_6 and v76=v76.NA (factors are sorted from the most common).
low frequency for factors like v70=v70_1, v71=v71_1, v72=v72_9, v73=v73_9, v43=v43_3, v28=v28_1, v54=v54_9, v5=v5_0, v19=v19_4 and v45=v45_9 (factors are sorted from the rarest).

The dimension 18 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v28=v28_3, v81=v81_9, v74=v74_6, v71=v71_2, v30=v30_7, v76=v76_6, v94=v94_13, v8=v8_8, v42=v42_6 and v76=v76.NA (factors are sorted from the most common).
low frequency for factors like v70=v70_1, v71=v71_1, v72=v72_9, v73=v73_9, v43=v43_3, v28=v28_1, v54=v54_9, v5=v5_0, v19=v19_4 and v45=v45_9 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v26=v26_1, v25=v25_1, v23=v23_1, v24=v24_4, v42=v42_3, v27=v27_5, v46=v46_6, v28=v28_1, v54=v54_9 and v5=v5_0 (factors are sorted from the most common).
low frequency for factors like v47=v47_6, v25=v25_15, v26=v26_9, v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v23=v23_7, v24=v24_8 and v2=v2_1 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v48=v48_9, v74=v74_2, v73=v73_9, v72=v72_9, v52=v52_9, v72=v72_2, v76=v76_2, v88=v88_8, v3=v3_0 and v73=v73_3 (factors are sorted from the most common).
low frequency for factors like v77=v77.NA, v76=v76.NA, v25=v25_1, v23=v23_1, v26=v26_1, v24=v24_4, v28=v28_3, v42=v42_3, v72=v72.NA and v73=v73.NA (factors are sorted from the rarest).

12. Description of the plane 19:20

Figure 12.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 12.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 19 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v30=v30.NA, v29=v29.NA, v28=v28.NA, v43=v43.NA, v42=v42_9, v37=v37.NA, v32=v32.NA, v43=v43_5, v41=v41.NA and v40=v40.NA (factors are sorted from the most common).
low frequency for factors like v29=v29_6, v37=v37_1, v40=v40_4, v51=v51_1, v28=v28_3, v83=v83_9, v48=v48_8, v52=v52_1, v21=v21_9 and v42=v42_3 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v45=v45_6, v47=v47_8, v82=v82_4, v85=v85.NA, v84=v84.NA, v88=v88.NA, v40=v40_3, v55=v55_3, v96=v96.NA and v95=v95.NA (factors are sorted from the most common).
low frequency for factors like v83=v83_9, v84=v84_2, v77=v77_1, v87=v87_4, v75=v75_1, v85=v85_2, v30=v30_3, v82=v82_7, v5=v5_4 and v32=v32.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v83=v83_9, v82=v82_7, v85=v85_2, v29=v29_6, v84=v84_2, v30=v30_3, v87=v87_4, v77=v77_1, v27=v27_1 and v81=v81_1 (factors are sorted from the most common).
low frequency for factors like v83=v83_8, v84=v84.NA, v85=v85.NA, v88=v88.NA, v87=v87.NA, v82=v82_4, v66=v66_4, v15=v15_4, v30=v30_1 and v46=v46_9 (factors are sorted from the rarest).

The dimension 20 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v45=v45_6, v47=v47_8, v82=v82_4, v85=v85.NA, v84=v84.NA, v88=v88.NA, v40=v40_3, v55=v55_3, v96=v96.NA and v95=v95.NA (factors are sorted from the most common).
low frequency for factors like v83=v83_9, v84=v84_2, v77=v77_1, v87=v87_4, v75=v75_1, v85=v85_2, v30=v30_3, v82=v82_7, v5=v5_4 and v32=v32.NA (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v83=v83_9, v82=v82_7, v85=v85_2, v29=v29_6, v84=v84_2, v30=v30_3, v87=v87_4, v77=v77_1, v27=v27_1 and v81=v81_1 (factors are sorted from the most common).
low frequency for factors like v83=v83_8, v84=v84.NA, v85=v85.NA, v88=v88.NA, v87=v87.NA, v82=v82_4, v66=v66_4, v15=v15_4, v30=v30_1 and v46=v46_9 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v30=v30.NA, v29=v29.NA, v28=v28.NA, v43=v43.NA, v42=v42_9, v37=v37.NA, v32=v32.NA, v43=v43_5, v41=v41.NA and v40=v40.NA (factors are sorted from the most common).
low frequency for factors like v29=v29_6, v37=v37_1, v40=v40_4, v51=v51_1, v28=v28_3, v83=v83_9, v48=v48_8, v52=v52_1, v21=v21_9 and v42=v42_3 (factors are sorted from the rarest).

13. Description of the plane 21:22

Figure 13.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 13.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 21 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v43=v43_6, v21=v21_1, v73=v73_5, v15=v15_1, v17=v17_1, v24=v24_1, v23=v23_10, v51=v51_1, v35=v35_1 and v24=v24_5 (factors are sorted from the most common).
low frequency for factors like v21=v21_9, v15=v15_6, v45=v45.NA, v6=v6_1, v28=v28_4, v51=v51.NA, v43=v43_1, v76=v76_7, v74=v74_7 and v44=v44.NA (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v15=v15_6, v72=v72_1, v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA, v16=v16_1, v16=v16_2, v24=v24_2 and v23=v23_13 (factors are sorted from the most common).
low frequency for factors like v4=v4_2, v8=v8_2, v54=v54_4, v40=v40_7, v16=v16_9, v73=v73_5, v82=v82_4, v24=v24_4, v42=v42_7 and v29=v29_6 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v8=v8_2, v96=v96.NA, v95=v95.NA, v90=v90.NA, v40=v40_7, v23=v23_6, v9=v9_2, v4=v4_3, v94=v94.NA and v30=v30_6 (factors are sorted from the most common).
low frequency for factors like v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v19=v19_1, v43=v43_6, v72=v72_1, v40=v40_3, v4=v4_0 and v76=v76_6 (factors are sorted from the rarest).

The dimension 22 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v15=v15_6, v72=v72_1, v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA, v16=v16_1, v16=v16_2, v24=v24_2 and v23=v23_13 (factors are sorted from the most common).
low frequency for factors like v4=v4_2, v8=v8_2, v54=v54_4, v40=v40_7, v16=v16_9, v73=v73_5, v82=v82_4, v24=v24_4, v42=v42_7 and v29=v29_6 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v88=v88_2, v44=v44_2, v84=v84_6, v25=v25_9, v47=v47_3, v86=v86_1, v83=v83_2, v45=v45_3, v30=v30_8 and v7=v7_1 (factors are sorted from the most common).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v8=v8_2, v96=v96.NA, v95=v95.NA, v90=v90.NA, v40=v40_7, v23=v23_6, v9=v9_2, v4=v4_3, v94=v94.NA and v30=v30_6 (factors are sorted from the most common).
low frequency for factors like v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v19=v19_1, v43=v43_6, v72=v72_1, v40=v40_3, v4=v4_0 and v76=v76_6 (factors are sorted from the rarest).

The group 4 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v43=v43_6, v21=v21_1, v73=v73_5, v15=v15_1, v17=v17_1, v24=v24_1, v23=v23_10, v51=v51_1, v35=v35_1 and v24=v24_5 (factors are sorted from the most common).
low frequency for factors like v21=v21_9, v15=v15_6, v45=v45.NA, v6=v6_1, v28=v28_4, v51=v51.NA, v43=v43_1, v76=v76_7, v74=v74_7 and v44=v44.NA (factors are sorted from the rarest).

14. Description of the plane 23:24

Figure 14.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 14.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 23 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v51=v51_1, v44=v44_1, v48=v48_8, v55=v55_3, v54=v54_5, v70=v70_4, v4=v4_1, v47=v47_6, v88=v88_8 and v8=v8_1 (factors are sorted from the most common).
low frequency for factors like v54=v54.NA, v51=v51.NA, v44=v44.NA, v55=v55.NA, v47=v47.NA, v8=v8_8, v23=v23_1, v25=v25_1, v45=v45.NA and v79=v79_2 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v19=v19.NA, v43=v43.NA, v17=v17.NA, v21=v21.NA, v88=v88_6, v86=v86_6, v25=v25_9, v83=v83_2, v30=v30_3 and v15=v15_1 (factors are sorted from the most common).
low frequency for factors like v19=v19_1, v21=v21_9, v43=v43_1, v86=v86.NA, v24=v24_4, v15=v15_6, v17=v17_4, v23=v23_1, v87=v87.NA and v30=v30_5 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v54=v54.NA, v51=v51.NA, v23=v23_1, v47=v47.NA, v55=v55.NA, v44=v44.NA, v25=v25_1, v73=v73.NA, v72=v72.NA and v45=v45.NA (factors are sorted from the most common).
low frequency for factors like v51=v51_1, v48=v48_8, v44=v44_1, v55=v55_3, v47=v47_6, v70=v70_4, v54=v54_5, v88=v88_8, v112=v112_1 and v4=v4_1 (factors are sorted from the rarest).

The dimension 24 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v54=v54.NA, v51=v51.NA, v23=v23_1, v47=v47.NA, v55=v55.NA, v44=v44.NA, v25=v25_1, v73=v73.NA, v72=v72.NA and v45=v45.NA (factors are sorted from the most common).
low frequency for factors like v51=v51_1, v48=v48_8, v44=v44_1, v55=v55_3, v47=v47_6, v70=v70_4, v54=v54_5, v88=v88_8, v112=v112_1 and v4=v4_1 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v19=v19.NA, v43=v43.NA, v17=v17.NA, v21=v21.NA, v88=v88_6, v86=v86_6, v25=v25_9, v83=v83_2, v30=v30_3 and v15=v15_1 (factors are sorted from the most common).
low frequency for factors like v19=v19_1, v21=v21_9, v43=v43_1, v86=v86.NA, v24=v24_4, v15=v15_6, v17=v17_4, v23=v23_1, v87=v87.NA and v30=v30_5 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v51=v51_1, v44=v44_1, v48=v48_8, v55=v55_3, v54=v54_5, v70=v70_4, v4=v4_1, v47=v47_6, v88=v88_8 and v8=v8_1 (factors are sorted from the most common).
low frequency for factors like v54=v54.NA, v51=v51.NA, v44=v44.NA, v55=v55.NA, v47=v47.NA, v8=v8_8, v23=v23_1, v25=v25_1, v45=v45.NA and v79=v79_2 (factors are sorted from the rarest).

15. Description of the plane 25:26

Figure 15.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 15.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 25 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA, v17=v17_3, v112=v112.NA, v4=v4_1, v23=v23_6, v25=v25_5 and v26=v26_2 (factors are sorted from the most common).
low frequency for factors like v25=v25_15, v26=v26_9, v1=v1_2, v23=v23_8, v24=v24_7, v75=v75.NA, v74=v74.NA, v41=v41_2, v76=v76.NA and v77=v77.NA (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v24=v24_5, v23=v23_12, v26=v26_9, v25=v25_15, v82=v82_3, v41=v41_2, v17=v17_1, v90=v90_2, v43=v43_4 and v21=v21_6 (factors are sorted from the most common).
low frequency for factors like v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v4=v4_1, v15=v15_2, v32=v32_4, v17=v17_3, v79=v79_5 and v23=v23_6 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v74=v74.NA, v75=v75.NA, v1=v1_2, v43=v43.NA, v19=v19.NA, v76=v76.NA, v17=v17.NA, v77=v77.NA, v21=v21.NA and v83=v83_3 (factors are sorted from the most common).
low frequency for factors like v23=v23_12, v24=v24_5, v83=v83_8, v1=v1_0, v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v87=v87_4 and v34=v34.NA (factors are sorted from the rarest).

The dimension 26 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA, v17=v17_3, v112=v112.NA, v4=v4_1, v23=v23_6, v25=v25_5 and v26=v26_2 (factors are sorted from the most common).
low frequency for factors like v25=v25_15, v26=v26_9, v1=v1_2, v23=v23_8, v24=v24_7, v75=v75.NA, v74=v74.NA, v41=v41_2, v76=v76.NA and v77=v77.NA (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v74=v74.NA, v75=v75.NA, v1=v1_2, v43=v43.NA, v19=v19.NA, v76=v76.NA, v17=v17.NA, v77=v77.NA, v21=v21.NA and v83=v83_3 (factors are sorted from the most common).
low frequency for factors like v23=v23_12, v24=v24_5, v83=v83_8, v1=v1_0, v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v87=v87_4 and v34=v34.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v24=v24_5, v23=v23_12, v26=v26_9, v25=v25_15, v82=v82_3, v41=v41_2, v17=v17_1, v90=v90_2, v43=v43_4 and v21=v21_6 (factors are sorted from the most common).
low frequency for factors like v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA, v4=v4_1, v15=v15_2, v32=v32_4, v17=v17_3, v79=v79_5 and v23=v23_6 (factors are sorted from the rarest).

16. Description of the plane 27:28

Figure 16.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 16.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 27 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v94=v94_99, v90=v90_1, v73=v73_9, v72=v72_9, v24=v24_1, v23=v23_10, v31=v31_1, v83=v83_10, v96=v96_99 and v82=v82_2 (factors are sorted from the most common).
low frequency for factors like v95=v95.NA, v96=v96.NA, v21=v21_9, v15=v15_6, v90=v90.NA, v31=v31.NA, v94=v94.NA, v112=v112.NA, v16=v16_1 and v48=v48.NA (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v76=v76_6, v74=v74_6, v3=v3_0, v81=v81_9, v48=v48_9, v82=v82_4, v36=v36_6, v88=v88_9, v87=v87_7 and v73=v73_3 (factors are sorted from the most common).
low frequency for factors like v73=v73_1, v74=v74_3, v94=v94_11, v84=v84_2, v112=v112_1, v72=v72_1, v73=v73_4, v5=v5_5, v33=v33_2 and v3=v3_4 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v73=v73_1, v72=v72_1, v84=v84_2, v33=v33_2, v57=v57.NA, v46=v46.NA, v87=v87_4, v5=v5_5, v94=v94_11 and v112=v112_1 (factors are sorted from the most common).
low frequency for factors like v76=v76_6, v74=v74_6, v48=v48_9, v81=v81_9, v3=v3_0, v72=v72_9, v73=v73_9, v84=v84_5, v88=v88_9 and v33=v33_1 (factors are sorted from the rarest).

The dimension 28 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v76=v76_6, v74=v74_6, v3=v3_0, v81=v81_9, v48=v48_9, v82=v82_4, v36=v36_6, v88=v88_9, v87=v87_7 and v73=v73_3 (factors are sorted from the most common).
low frequency for factors like v73=v73_1, v74=v74_3, v94=v94_11, v84=v84_2, v112=v112_1, v72=v72_1, v73=v73_4, v5=v5_5, v33=v33_2 and v3=v3_4 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v94=v94_99, v90=v90_1, v73=v73_9, v72=v72_9, v24=v24_1, v23=v23_10, v31=v31_1, v83=v83_10, v96=v96_99 and v82=v82_2 (factors are sorted from the most common).
low frequency for factors like v95=v95.NA, v96=v96.NA, v21=v21_9, v15=v15_6, v90=v90.NA, v31=v31.NA, v94=v94.NA, v112=v112.NA, v16=v16_1 and v48=v48.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v73=v73_1, v72=v72_1, v84=v84_2, v33=v33_2, v57=v57.NA, v46=v46.NA, v87=v87_4, v5=v5_5, v94=v94_11 and v112=v112_1 (factors are sorted from the most common).
low frequency for factors like v76=v76_6, v74=v74_6, v48=v48_9, v81=v81_9, v3=v3_0, v72=v72_9, v73=v73_9, v84=v84_5, v88=v88_9 and v33=v33_1 (factors are sorted from the rarest).

17. Description of the plane 29:30

Figure 17.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 17.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 29 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v24=v24_5, v23=v23_12, v9=v9_6, v88=v88_5, v23=v23_6, v24=v24_2, v23=v23_13, v16=v16.NA, v15=v15.NA and v25=v25_5 (factors are sorted from the most common).
low frequency for factors like v23=v23_7, v24=v24_8, v29=v29_4, v90=v90_2, v96=v96_99, v31=v31_3, v9=v9_5, v16=v16_1, v15=v15_6 and v46=v46.NA (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v27=v27_5, v24=v24_3, v23=v23_3, v41=v41.NA, v40=v40.NA, v25=v25_1, v73=v73_5, v43=v43_4, v21=v21_6 and v26=v26_1 (factors are sorted from the most common).
low frequency for factors like v33=v33_2, v72=v72_1, v51=v51_9, v27=v27_4, v23=v23_6, v53=v53_2, v84=v84_2, v73=v73_1, v43=v43_5 and v80=v80_3 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v24=v24_8, v23=v23_7, v96=v96_99, v29=v29_4, v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA, v77=v77.NA and v76=v76.NA (factors are sorted from the most common).
low frequency for factors like v9=v9_6, v81=v81_3, v23=v23_12, v24=v24_5, v95=v95.NA, v96=v96.NA, v90=v90.NA, v8=v8_4, v51=v51_1 and v23=v23_8 (factors are sorted from the rarest).

The dimension 30 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v27=v27_5, v24=v24_3, v23=v23_3, v41=v41.NA, v40=v40.NA, v25=v25_1, v73=v73_5, v43=v43_4, v21=v21_6 and v26=v26_1 (factors are sorted from the most common).
low frequency for factors like v33=v33_2, v72=v72_1, v51=v51_9, v27=v27_4, v23=v23_6, v53=v53_2, v84=v84_2, v73=v73_1, v43=v43_5 and v80=v80_3 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v24=v24_5, v23=v23_12, v9=v9_6, v88=v88_5, v23=v23_6, v24=v24_2, v23=v23_13, v16=v16.NA, v15=v15.NA and v25=v25_5 (factors are sorted from the most common).
low frequency for factors like v23=v23_7, v24=v24_8, v29=v29_4, v90=v90_2, v96=v96_99, v31=v31_3, v9=v9_5, v16=v16_1, v15=v15_6 and v46=v46.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v24=v24_8, v23=v23_7, v96=v96_99, v29=v29_4, v26=v26.NA, v25=v25.NA, v24=v24.NA, v23=v23.NA, v77=v77.NA and v76=v76.NA (factors are sorted from the most common).
low frequency for factors like v9=v9_6, v81=v81_3, v23=v23_12, v24=v24_5, v95=v95.NA, v96=v96.NA, v90=v90.NA, v8=v8_4, v51=v51_1 and v23=v23_8 (factors are sorted from the rarest).

18. Description of the plane 31:32

Figure 18.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 18.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 31 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v74=v74_2, v7=v7_2, v76=v76_2, v74=v74_6, v76=v76_6, v26=v26_1, v16=v16.NA, v15=v15.NA, v46=v46_5 and v24=v24_2 (factors are sorted from the most common).
low frequency for factors like v74=v74.NA, v16=v16_1, v75=v75.NA, v15=v15_6, v7=v7_8, v23=v23_12, v24=v24_5, v73=v73_4, v76=v76_3 and v112=v112_6 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v9=v9_2, v24=v24_5, v23=v23_12, v87=v87_5, v30=v30_1, v26=v26_3, v47=v47_9, v79=v79_1, v8=v8_2 and v28=v28_1 (factors are sorted from the most common).
low frequency for factors like v23=v23_7, v24=v24_8, v2=v2_1, v47=v47_6, v87=v87_8, v21=v21_2, v9=v9_5, v34=v34.NA, v74=v74_3 and v45=v45.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v73=v73_4, v74=v74.NA, v74=v74_3, v24=v24_8, v23=v23_7, v84=v84_5, v76=v76_3, v16=v16_1, v87=v87_8 and v54=v54_5 (factors are sorted from the most common).
low frequency for factors like v15=v15.NA, v16=v16.NA, v76=v76_2, v73=v73_3, v74=v74_2, v9=v9_2, v2=v2_0, v43=v43_2, v23=v23_10 and v24=v24_1 (factors are sorted from the rarest).

The dimension 32 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v74=v74_2, v7=v7_2, v76=v76_2, v74=v74_6, v76=v76_6, v26=v26_1, v16=v16.NA, v15=v15.NA, v46=v46_5 and v24=v24_2 (factors are sorted from the most common).
low frequency for factors like v74=v74.NA, v16=v16_1, v75=v75.NA, v15=v15_6, v7=v7_8, v23=v23_12, v24=v24_5, v73=v73_4, v76=v76_3 and v112=v112_6 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v73=v73_4, v74=v74.NA, v74=v74_3, v24=v24_8, v23=v23_7, v84=v84_5, v76=v76_3, v16=v16_1, v87=v87_8 and v54=v54_5 (factors are sorted from the most common).
low frequency for factors like v15=v15.NA, v16=v16.NA, v76=v76_2, v73=v73_3, v74=v74_2, v9=v9_2, v2=v2_0, v43=v43_2, v23=v23_10 and v24=v24_1 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v9=v9_2, v24=v24_5, v23=v23_12, v87=v87_5, v30=v30_1, v26=v26_3, v47=v47_9, v79=v79_1, v8=v8_2 and v28=v28_1 (factors are sorted from the most common).
low frequency for factors like v23=v23_7, v24=v24_8, v2=v2_1, v47=v47_6, v87=v87_8, v21=v21_2, v9=v9_5, v34=v34.NA, v74=v74_3 and v45=v45.NA (factors are sorted from the rarest).

19. Description of the plane 33:34

Figure 19.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 19.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 33 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v77=v77_9, v42=v42_1, v9=v9_6, v76=v76_1, v46=v46_1, v73=v73_1, v74=v74_3, v72=v72_2, v1=v1_4 and v72=v72_1 (factors are sorted from the most common).
low frequency for factors like v77=v77.NA, v76=v76.NA, v5=v5_6, v15=v15_1, v52=v52_1, v72=v72_9, v73=v73_9, v74=v74.NA, v38=v38_1 and v37=v37_5 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v75=v75_1, v73=v73.NA, v72=v72.NA, v74=v74_7, v90=v90_8, v21=v21.NA, v27=v27_2, v77=v77_1, v5=v5_6 and v76=v76_7 (factors are sorted from the most common).
low frequency for factors like v77=v77_9, v17=v17_1, v81=v81.NA, v16=v16_9, v75=v75_4, v76=v76_1, v72=v72_1, v5=v5_0, v8=v8_1 and v46=v46_1 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v76=v76.NA, v77=v77.NA, v15=v15_1, v8=v8_1, v32=v32_2, v73=v73_9, v72=v72_9, v76=v76_5, v74=v74_5 and v74=v74.NA (factors are sorted from the most common).
low frequency for factors like v9=v9_6, v38=v38.NA, v42=v42_1, v15=v15.NA, v16=v16.NA, v72=v72_2, v66=v66.NA, v1=v1_4, v29=v29_5 and v77=v77_9 (factors are sorted from the rarest).

The dimension 34 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v75=v75_1, v73=v73.NA, v72=v72.NA, v74=v74_7, v90=v90_8, v21=v21.NA, v27=v27_2, v77=v77_1, v5=v5_6 and v76=v76_7 (factors are sorted from the most common).
low frequency for factors like v77=v77_9, v17=v17_1, v81=v81.NA, v16=v16_9, v75=v75_4, v76=v76_1, v72=v72_1, v5=v5_0, v8=v8_1 and v46=v46_1 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v77=v77_9, v42=v42_1, v9=v9_6, v76=v76_1, v46=v46_1, v73=v73_1, v74=v74_3, v72=v72_2, v1=v1_4 and v72=v72_1 (factors are sorted from the most common).
low frequency for factors like v77=v77.NA, v76=v76.NA, v5=v5_6, v15=v15_1, v52=v52_1, v72=v72_9, v73=v73_9, v74=v74.NA, v38=v38_1 and v37=v37_5 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v76=v76.NA, v77=v77.NA, v15=v15_1, v8=v8_1, v32=v32_2, v73=v73_9, v72=v72_9, v76=v76_5, v74=v74_5 and v74=v74.NA (factors are sorted from the most common).
low frequency for factors like v9=v9_6, v38=v38.NA, v42=v42_1, v15=v15.NA, v16=v16.NA, v72=v72_2, v66=v66.NA, v1=v1_4, v29=v29_5 and v77=v77_9 (factors are sorted from the rarest).

20. Description of the plane 35:36

Figure 20.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 20.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 35 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v24=v24_5, v23=v23_12, v83=v83.NA, v82=v82.NA, v78=v78_4, v79=v79.NA, v88=v88_3, v80=v80.NA, v85=v85_1 and v76=v76.NA (factors are sorted from the most common).
low frequency for factors like v82=v82_8, v76=v76_2, v6=v6_3, v48=v48.NA, v74=v74_2, v88=v88_8, v73=v73_3, v5=v5_4, v80=v80_2 and v33=v33_4 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v76=v76_2, v73=v73_3, v83=v83_8, v74=v74_2, v24=v24_1, v23=v23_10, v47=v47_8, v74=v74_7, v86=v86.NA and v54=v54_4 (factors are sorted from the most common).
low frequency for factors like v77=v77.NA, v76=v76.NA, v15=v15_1, v23=v23_12, v24=v24_5, v74=v74.NA, v8=v8_1, v38=v38_1, v15=v15_4 and v23=v23_13 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v79=v79_5, v85=v85_2, v24=v24_2, v23=v23_13, v88=v88_8, v82=v82_8, v6=v6_7, v1=v1_2, v15=v15_4 and v54=v54_2 (factors are sorted from the most common).
low frequency for factors like v86=v86.NA, v84=v84.NA, v42=v42_6, v80=v80_4, v85=v85.NA, v8=v8_2, v79=v79_2, v88=v88.NA, v87=v87.NA and v54=v54_1 (factors are sorted from the rarest).

The dimension 36 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v79=v79_5, v85=v85_2, v24=v24_2, v23=v23_13, v88=v88_8, v82=v82_8, v6=v6_7, v1=v1_2, v15=v15_4 and v54=v54_2 (factors are sorted from the most common).
low frequency for factors like v86=v86.NA, v84=v84.NA, v42=v42_6, v80=v80_4, v85=v85.NA, v8=v8_2, v79=v79_2, v88=v88.NA, v87=v87.NA and v54=v54_1 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v24=v24_5, v23=v23_12, v83=v83.NA, v82=v82.NA, v78=v78_4, v79=v79.NA, v88=v88_3, v80=v80.NA, v85=v85_1 and v76=v76.NA (factors are sorted from the most common).
low frequency for factors like v82=v82_8, v76=v76_2, v6=v6_3, v48=v48.NA, v74=v74_2, v88=v88_8, v73=v73_3, v5=v5_4, v80=v80_2 and v33=v33_4 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v76=v76_2, v73=v73_3, v83=v83_8, v74=v74_2, v24=v24_1, v23=v23_10, v47=v47_8, v74=v74_7, v86=v86.NA and v54=v54_4 (factors are sorted from the most common).
low frequency for factors like v77=v77.NA, v76=v76.NA, v15=v15_1, v23=v23_12, v24=v24_5, v74=v74.NA, v8=v8_1, v38=v38_1, v15=v15_4 and v23=v23_13 (factors are sorted from the rarest).

21. Description of the plane 37:38

Figure 21.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 21.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 37 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v24=v24_7, v23=v23_8, v9=v9_1, v88=v88_5, v31=v31_5, v8=v8_7, v8=v8_1, v9=v9_4, v1=v1_4 and v45=v45_9 (factors are sorted from the most common).
low frequency for factors like v9=v9_2, v8=v8_2, v31=v31.NA, v15=v15.NA, v16=v16.NA, v27=v27.NA, v23=v23_13, v24=v24_2, v82=v82_4 and v94=v94_59 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v84=v84_2, v87=v87_2, v30=v30_5, v9=v9_2, v25=v25_3, v72=v72_5, v74=v74_7, v68=v68_2, v88=v88_4 and v66=v66.NA (factors are sorted from the most common).
low frequency for factors like v76=v76_2, v74=v74_2, v112=v112_6, v78=v78_6, v43=v43_5, v30=v30_7, v82=v82_2, v73=v73_2, v23=v23_8 and v24=v24_7 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v73=v73_9, v72=v72_9, v43=v43_5, v26=v26_1, v25=v25_1, v76=v76_2, v21=v21_4, v28=v28_2, v83=v83_8 and v74=v74_2 (factors are sorted from the most common).
low frequency for factors like v23=v23_8, v24=v24_7, v73=v73_5, v83=v83_4, v28=v28_5, v28=v28_1, v37=v37_1, v43=v43_7, v25=v25_15 and v26=v26_9 (factors are sorted from the rarest).

The dimension 38 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v73=v73_9, v72=v72_9, v43=v43_5, v26=v26_1, v25=v25_1, v76=v76_2, v21=v21_4, v28=v28_2, v83=v83_8 and v74=v74_2 (factors are sorted from the most common).
low frequency for factors like v23=v23_8, v24=v24_7, v73=v73_5, v83=v83_4, v28=v28_5, v28=v28_1, v37=v37_1, v43=v43_7, v25=v25_15 and v26=v26_9 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v84=v84_2, v87=v87_2, v30=v30_5, v9=v9_2, v25=v25_3, v72=v72_5, v74=v74_7, v68=v68_2, v88=v88_4 and v66=v66.NA (factors are sorted from the most common).
low frequency for factors like v76=v76_2, v74=v74_2, v112=v112_6, v78=v78_6, v43=v43_5, v30=v30_7, v82=v82_2, v73=v73_2, v23=v23_8 and v24=v24_7 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v24=v24_7, v23=v23_8, v9=v9_1, v88=v88_5, v31=v31_5, v8=v8_7, v8=v8_1, v9=v9_4, v1=v1_4 and v45=v45_9 (factors are sorted from the most common).
low frequency for factors like v9=v9_2, v8=v8_2, v31=v31.NA, v15=v15.NA, v16=v16.NA, v27=v27.NA, v23=v23_13, v24=v24_2, v82=v82_4 and v94=v94_59 (factors are sorted from the rarest).

22. Description of the plane 39:40

Figure 22.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 22.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 39 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v47=v47_8, v82=v82_7, v28=v28_2, v75=v75_4, v77=v77_3, v53=v53_6, v76=v76_6, v75=v75_3, v95=v95_23 and v40=v40_2 (factors are sorted from the most common).
low frequency for factors like v8=v8_5, v73=v73_5, v83=v83_8, v74=v74.NA, v77=v77.NA, v76=v76.NA, v25=v25_5, v44=v44.NA, v55=v55.NA and v23=v23_6 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v83=v83_7, v17=v17_6, v66=v66_2, v82=v82_2, v79=v79_3, v74=v74.NA, v48=v48_8, v24=v24_7, v23=v23_8 and v75=v75.NA (factors are sorted from the most common).
low frequency for factors like v77=v77_1, v75=v75_1, v71=v71_2, v4=v4_3, v29=v29_6, v74=v74_7, v30=v30_6, v27=v27_5, v40=v40.NA and v41=v41.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v75=v75_1, v77=v77_1, v8=v8_5, v25=v25_5, v83=v83_8, v23=v23_6, v41=v41.NA, v40=v40.NA, v30=v30.NA and v29=v29.NA (factors are sorted from the most common).
low frequency for factors like v77=v77_4, v47=v47_8, v34=v34_1, v75=v75_4, v48=v48_8, v79=v79_6, v29=v29_5, v23=v23_8, v24=v24_7 and v53=v53_6 (factors are sorted from the rarest).

The dimension 40 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v75=v75_1, v77=v77_1, v8=v8_5, v25=v25_5, v83=v83_8, v23=v23_6, v41=v41.NA, v40=v40.NA, v30=v30.NA and v29=v29.NA (factors are sorted from the most common).
low frequency for factors like v77=v77_4, v47=v47_8, v34=v34_1, v75=v75_4, v48=v48_8, v79=v79_6, v29=v29_5, v23=v23_8, v24=v24_7 and v53=v53_6 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v83=v83_7, v17=v17_6, v66=v66_2, v82=v82_2, v79=v79_3, v74=v74.NA, v48=v48_8, v24=v24_7, v23=v23_8 and v75=v75.NA (factors are sorted from the most common).
low frequency for factors like v77=v77_1, v75=v75_1, v71=v71_2, v4=v4_3, v29=v29_6, v74=v74_7, v30=v30_6, v27=v27_5, v40=v40.NA and v41=v41.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v47=v47_8, v82=v82_7, v28=v28_2, v75=v75_4, v77=v77_3, v53=v53_6, v76=v76_6, v75=v75_3, v95=v95_23 and v40=v40_2 (factors are sorted from the most common).
low frequency for factors like v8=v8_5, v73=v73_5, v83=v83_8, v74=v74.NA, v77=v77.NA, v76=v76.NA, v25=v25_5, v44=v44.NA, v55=v55.NA and v23=v23_6 (factors are sorted from the rarest).

23. Description of the plane 41:42

Figure 23.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 23.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 41 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v72=v72_1, v77=v77_4, v73=v73_1, v75=v75_4, v83=v83_7, v1=v1_3, v70=v70_2, v32=v32_2, v30=v30_5 and v43=v43_2 (factors are sorted from the most common).
low frequency for factors like v17=v17_3, v77=v77_1, v15=v15_2, v42=v42_8, v73=v73_5, v5=v5_4, v47=v47_1, v32=v32_4, v68=v68_4 and v75=v75_2 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v75=v75_2, v73=v73_5, v77=v77_2, v7=v7.NA, v6=v6.NA, v94=v94_59, v21=v21_6, v43=v43_4, v16=v16.NA and v15=v15.NA (factors are sorted from the most common).
low frequency for factors like v72=v72_1, v73=v73_1, v8=v8_7, v78=v78_4, v90=v90_4, v71=v71_3, v88=v88_7, v49=v49_6, v77=v77_4 and v1=v1_3 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v8=v8_7, v32=v32_4, v16=v16_9, v80=v80_2, v17=v17_3, v83=v83_4, v68=v68_4, v24=v24_5, v23=v23_12 and v15=v15_2 (factors are sorted from the most common).
low frequency for factors like v15=v15.NA, v16=v16.NA, v81=v81_3, v32=v32_2, v40=v40_2, v80=v80_4, v75=v75_4, v8=v8_5, v87=v87_4 and v77=v77_4 (factors are sorted from the rarest).

The dimension 42 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v8=v8_7, v32=v32_4, v16=v16_9, v80=v80_2, v17=v17_3, v83=v83_4, v68=v68_4, v24=v24_5, v23=v23_12 and v15=v15_2 (factors are sorted from the most common).
low frequency for factors like v15=v15.NA, v16=v16.NA, v81=v81_3, v32=v32_2, v40=v40_2, v80=v80_4, v75=v75_4, v8=v8_5, v87=v87_4 and v77=v77_4 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v75=v75_2, v73=v73_5, v77=v77_2, v7=v7.NA, v6=v6.NA, v94=v94_59, v21=v21_6, v43=v43_4, v16=v16.NA and v15=v15.NA (factors are sorted from the most common).
low frequency for factors like v72=v72_1, v73=v73_1, v8=v8_7, v78=v78_4, v90=v90_4, v71=v71_3, v88=v88_7, v49=v49_6, v77=v77_4 and v1=v1_3 (factors are sorted from the rarest).

24. Description of the plane 43:44

Figure 24.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 24.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 43 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v52=v52_2, v3=v3_2, v36=v36_3, v24=v24_2, v23=v23_13, v76=v76_5, v95=v95_88, v87=v87_8, v2=v2_3 and v73=v73_5 (factors are sorted from the most common).
low frequency for factors like v85=v85_2, v86=v86_2, v3=v3_0, v21=v21_4, v52=v52_9, v72=v72.NA, v73=v73.NA, v24=v24_4, v84=v84_2 and v32=v32_4 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v7=v7.NA, v6=v6.NA, v75=v75_3, v77=v77_3, v4=v4_5, v53=v53_2, v24=v24_7, v23=v23_8, v30=v30_6 and v42=v42_4 (factors are sorted from the most common).
low frequency for factors like v87=v87_8, v6=v6_2, v73=v73_1, v68=v68_1, v29=v29_5, v41=v41_1, v72=v72_1, v48=v48_1, v35=v35_5 and v26=v26_2 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v86=v86_2, v24=v24_4, v77=v77_2, v16=v16_9, v75=v75_2, v66=v66_4, v29=v29_4, v73=v73.NA, v72=v72.NA and v3=v3_6 (factors are sorted from the most common).
low frequency for factors like v73=v73_5, v52=v52_2, v82=v82_4, v36=v36_3, v79=v79_2, v6=v6.NA, v7=v7.NA, v53=v53_2, v23=v23_8 and v24=v24_7 (factors are sorted from the rarest).

The dimension 44 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v7=v7.NA, v6=v6.NA, v75=v75_3, v77=v77_3, v4=v4_5, v53=v53_2, v24=v24_7, v23=v23_8, v30=v30_6 and v42=v42_4 (factors are sorted from the most common).
low frequency for factors like v87=v87_8, v6=v6_2, v73=v73_1, v68=v68_1, v29=v29_5, v41=v41_1, v72=v72_1, v48=v48_1, v35=v35_5 and v26=v26_2 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v86=v86_2, v24=v24_4, v77=v77_2, v16=v16_9, v75=v75_2, v66=v66_4, v29=v29_4, v73=v73.NA, v72=v72.NA and v3=v3_6 (factors are sorted from the most common).
low frequency for factors like v73=v73_5, v52=v52_2, v82=v82_4, v36=v36_3, v79=v79_2, v6=v6.NA, v7=v7.NA, v53=v53_2, v23=v23_8 and v24=v24_7 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v52=v52_2, v3=v3_2, v36=v36_3, v24=v24_2, v23=v23_13, v76=v76_5, v95=v95_88, v87=v87_8, v2=v2_3 and v73=v73_5 (factors are sorted from the most common).
low frequency for factors like v85=v85_2, v86=v86_2, v3=v3_0, v21=v21_4, v52=v52_9, v72=v72.NA, v73=v73.NA, v24=v24_4, v84=v84_2 and v32=v32_4 (factors are sorted from the rarest).

25. Description of the plane 45:46

Figure 25.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 25.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 45 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v74=v74_6, v76=v76_6, v9=v9_6, v42=v42_1, v75=v75_4, v7=v7.NA, v6=v6.NA, v95=v95_78, v94=v94_99 and v1=v1_5 (factors are sorted from the most common).
low frequency for factors like v80=v80_2, v42=v42_7, v34=v34_3, v28=v28_5, v30=v30_5, v8=v8_5, v3=v3_0, v5=v5_7, v9=v9_5 and v1=v1_0 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v24=v24_7, v23=v23_8, v75=v75_2, v9=v9_3, v94=v94_59, v77=v77_2, v34=v34_3, v54=v54_5, v82=v82_3 and v73=v73_5 (factors are sorted from the most common).
low frequency for factors like v23=v23_7, v24=v24_8, v76=v76_6, v28=v28_1, v74=v74_6, v29=v29_1, v54=v54_9, v43=v43_7, v5=v5_0 and v76=v76_5 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v5=v5_7, v42=v42_7, v30=v30_5, v87=v87_8, v80=v80_2, v78=v78_4, v28=v28_5, v84=v84_5, v3=v3_0 and v75=v75_1 (factors are sorted from the most common).
low frequency for factors like v42=v42_1, v84=v84_2, v87=v87_4, v2=v2_3, v28=v28_3, v42=v42_6, v94=v94_99, v90=v90_1, v74=v74_6 and v33=v33_3 (factors are sorted from the rarest).

The dimension 46 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v24=v24_7, v23=v23_8, v75=v75_2, v9=v9_3, v94=v94_59, v77=v77_2, v34=v34_3, v54=v54_5, v82=v82_3 and v73=v73_5 (factors are sorted from the most common).
low frequency for factors like v23=v23_7, v24=v24_8, v76=v76_6, v28=v28_1, v74=v74_6, v29=v29_1, v54=v54_9, v43=v43_7, v5=v5_0 and v76=v76_5 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v5=v5_7, v42=v42_7, v30=v30_5, v87=v87_8, v80=v80_2, v78=v78_4, v28=v28_5, v84=v84_5, v3=v3_0 and v75=v75_1 (factors are sorted from the most common).
low frequency for factors like v42=v42_1, v84=v84_2, v87=v87_4, v2=v2_3, v28=v28_3, v42=v42_6, v94=v94_99, v90=v90_1, v74=v74_6 and v33=v33_3 (factors are sorted from the rarest).

26. Description of the plane 47:48

Figure 26.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 26.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 47 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v73=v73_9, v72=v72_9, v28=v28_3, v50=v50_3, v5=v5_3, v31=v31_3, v1=v1_1, v76=v76_3, v35=v35_2 and v38=v38_2 (factors are sorted from the most common).
low frequency for factors like v73=v73_5, v66=v66_4, v72=v72_6, v36=v36.NA, v1=v1_0, v72=v72_3, v5=v5_1, v16=v16_1, v54=v54_1 and v81=v81_9 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v43=v43_5, v21=v21_4, v37=v37_6, v72=v72_6, v95=v95_44, v90=v90_5, v16=v16_1, v79=v79_3, v88=v88_4 and v15=v15_6 (factors are sorted from the most common).
low frequency for factors like v77=v77_4, v17=v17_4, v15=v15_3, v70=v70_2, v82=v82_3, v21=v21_2, v48=v48.NA, v75=v75_4, v28=v28_3 and v43=v43_2 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v73=v73_5, v72=v72_3, v76=v76_6, v36=v36.NA, v74=v74_6, v78=v78.NA, v8=v8_5, v57=v57_3, v46=v46_1 and v55=v55_3 (factors are sorted from the most common).
low frequency for factors like v72=v72_9, v73=v73_9, v43=v43_5, v21=v21_4, v48=v48_9, v57=v57_9, v37=v37_6, v29=v29_6, v34=v34_3 and v28=v28_6 (factors are sorted from the rarest).

The dimension 48 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v43=v43_5, v21=v21_4, v37=v37_6, v72=v72_6, v95=v95_44, v90=v90_5, v16=v16_1, v79=v79_3, v88=v88_4 and v15=v15_6 (factors are sorted from the most common).
low frequency for factors like v77=v77_4, v17=v17_4, v15=v15_3, v70=v70_2, v82=v82_3, v21=v21_2, v48=v48.NA, v75=v75_4, v28=v28_3 and v43=v43_2 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v73=v73_9, v72=v72_9, v28=v28_3, v50=v50_3, v5=v5_3, v31=v31_3, v1=v1_1, v76=v76_3, v35=v35_2 and v38=v38_2 (factors are sorted from the most common).
low frequency for factors like v73=v73_5, v66=v66_4, v72=v72_6, v36=v36.NA, v1=v1_0, v72=v72_3, v5=v5_1, v16=v16_1, v54=v54_1 and v81=v81_9 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v73=v73_5, v72=v72_3, v76=v76_6, v36=v36.NA, v74=v74_6, v78=v78.NA, v8=v8_5, v57=v57_3, v46=v46_1 and v55=v55_3 (factors are sorted from the most common).
low frequency for factors like v72=v72_9, v73=v73_9, v43=v43_5, v21=v21_4, v48=v48_9, v57=v57_9, v37=v37_6, v29=v29_6, v34=v34_3 and v28=v28_6 (factors are sorted from the rarest).

27. Description of the plane 49:50

Figure 27.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 27.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 49 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v9=v9.NA, v8=v8.NA, v25=v25_2, v7=v7.NA, v6=v6.NA, v3=v3_3, v6=v6_4, v31=v31_2, v88=v88_1 and v53=v53_5 (factors are sorted from the most common).
low frequency for factors like v6=v6_1, v9=v9_6, v2=v2_4, v42=v42_8, v31=v31.NA, v82=v82_2, v33=v33_2, v27=v27.NA, v23=v23_10 and v24=v24_1 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v8=v8_7, v82=v82_2, v88=v88_5, v9=v9_3, v16=v16_9, v9=v9_5, v33=v33_2, v25=v25_11, v8=v8_5 and v38=v38_2 (factors are sorted from the most common).
low frequency for factors like v8=v8_4, v52=v52_1, v73=v73_2, v32=v32.NA, v3=v3_3, v40=v40.NA, v41=v41.NA, v33=v33.NA, v28=v28.NA and v29=v29.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v8=v8_4, v9=v9_6, v73=v73_2, v5=v5_5, v8=v8_2, v32=v32_2, v42=v42_3, v38=v38.NA, v16=v16_1 and v7=v7_8 (factors are sorted from the most common).
low frequency for factors like v9=v9.NA, v28=v28_2, v8=v8.NA, v32=v32_3, v8=v8_7, v6=v6.NA, v7=v7.NA, v5=v5_1, v6=v6_4 and v53=v53_3 (factors are sorted from the rarest).

The dimension 50 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v9=v9.NA, v8=v8.NA, v25=v25_2, v7=v7.NA, v6=v6.NA, v3=v3_3, v6=v6_4, v31=v31_2, v88=v88_1 and v53=v53_5 (factors are sorted from the most common).
low frequency for factors like v6=v6_1, v9=v9_6, v2=v2_4, v42=v42_8, v31=v31.NA, v82=v82_2, v33=v33_2, v27=v27.NA, v23=v23_10 and v24=v24_1 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v8=v8_4, v9=v9_6, v73=v73_2, v5=v5_5, v8=v8_2, v32=v32_2, v42=v42_3, v38=v38.NA, v16=v16_1 and v7=v7_8 (factors are sorted from the most common).
low frequency for factors like v9=v9.NA, v28=v28_2, v8=v8.NA, v32=v32_3, v8=v8_7, v6=v6.NA, v7=v7.NA, v5=v5_1, v6=v6_4 and v53=v53_3 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v8=v8_7, v82=v82_2, v88=v88_5, v9=v9_3, v16=v16_9, v9=v9_5, v33=v33_2, v25=v25_11, v8=v8_5 and v38=v38_2 (factors are sorted from the most common).
low frequency for factors like v8=v8_4, v52=v52_1, v73=v73_2, v32=v32.NA, v3=v3_3, v40=v40.NA, v41=v41.NA, v33=v33.NA, v28=v28.NA and v29=v29.NA (factors are sorted from the rarest).

28. Description of the plane 51:52

Figure 28.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 28.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 51 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v6=v6_3, v37=v37_3, v48=v48_2, v34=v34_2, v54=v54_4, v24=v24_8, v23=v23_7, v40=v40_3, v52=v52_4 and v94=v94_24 (factors are sorted from the most common).
low frequency for factors like v52=v52_1, v34=v34.NA, v23=v23_8, v24=v24_7, v85=v85_2, v40=v40_2, v15=v15_4, v1=v1_4, v51=v51_9 and v70=v70_1 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v25=v25_2, v24=v24_7, v23=v23_8, v26=v26_2, v28=v28_2, v51=v51_9, v8=v8_2, v88=v88_8, v5=v5_1 and v42=v42_8 (factors are sorted from the most common).
low frequency for factors like v32=v32_3, v87=v87_7, v23=v23_7, v24=v24_8, v88=v88_9, v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA and v1=v1_5 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v77=v77_9, v75=v75_3, v8=v8_7, v76=v76_1, v87=v87_7, v77=v77_3, v32=v32_3, v88=v88_9, v78=v78_1 and v54=v54_2 (factors are sorted from the most common).
low frequency for factors like v8=v8_2, v77=v77_1, v32=v32_2, v34=v34_2, v25=v25_2, v28=v28_2, v85=v85_4, v3=v3_5, v54=v54_4 and v70=v70_3 (factors are sorted from the rarest).

The dimension 52 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v77=v77_9, v75=v75_3, v8=v8_7, v76=v76_1, v87=v87_7, v77=v77_3, v32=v32_3, v88=v88_9, v78=v78_1 and v54=v54_2 (factors are sorted from the most common).
low frequency for factors like v8=v8_2, v77=v77_1, v32=v32_2, v34=v34_2, v25=v25_2, v28=v28_2, v85=v85_4, v3=v3_5, v54=v54_4 and v70=v70_3 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v6=v6_3, v37=v37_3, v48=v48_2, v34=v34_2, v54=v54_4, v24=v24_8, v23=v23_7, v40=v40_3, v52=v52_4 and v94=v94_24 (factors are sorted from the most common).
low frequency for factors like v52=v52_1, v34=v34.NA, v23=v23_8, v24=v24_7, v85=v85_2, v40=v40_2, v15=v15_4, v1=v1_4, v51=v51_9 and v70=v70_1 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v25=v25_2, v24=v24_7, v23=v23_8, v26=v26_2, v28=v28_2, v51=v51_9, v8=v8_2, v88=v88_8, v5=v5_1 and v42=v42_8 (factors are sorted from the most common).
low frequency for factors like v32=v32_3, v87=v87_7, v23=v23_7, v24=v24_8, v88=v88_9, v23=v23.NA, v24=v24.NA, v25=v25.NA, v26=v26.NA and v1=v1_5 (factors are sorted from the rarest).

29. Description of the plane 53:54

Figure 29.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 29.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 53 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v87=v87_2, v30=v30_4, v72=v72_3, v73=v73_9, v72=v72_9, v37=v37_2, v6=v6_2, v80=v80_2, v95=v95_74 and v53=v53_6 (factors are sorted from the most common).
low frequency for factors like v83=v83.NA, v23=v23_8, v24=v24_7, v34=v34.NA, v79=v79.NA, v80=v80.NA, v81=v81.NA, v75=v75_4, v77=v77_4 and v23=v23.NA (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v73=v73_1, v74=v74_7, v72=v72_1, v24=v24_7, v23=v23_8, v7=v7.NA, v6=v6.NA, v78=v78.NA, v76=v76_7 and v81=v81.NA (factors are sorted from the most common).
low frequency for factors like v23=v23_7, v24=v24_8, v74=v74_6, v76=v76_6, v82=v82_8, v70=v70.NA, v71=v71.NA, v40=v40_7, v82=v82_4 and v66=v66.NA (factors are sorted from the rarest).

The dimension 54 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v73=v73_1, v74=v74_7, v72=v72_1, v24=v24_7, v23=v23_8, v7=v7.NA, v6=v6.NA, v78=v78.NA, v76=v76_7 and v81=v81.NA (factors are sorted from the most common).
low frequency for factors like v23=v23_7, v24=v24_8, v74=v74_6, v76=v76_6, v82=v82_8, v70=v70.NA, v71=v71.NA, v40=v40_7, v82=v82_4 and v66=v66.NA (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v87=v87_2, v30=v30_4, v72=v72_3, v73=v73_9, v72=v72_9, v37=v37_2, v6=v6_2, v80=v80_2, v95=v95_74 and v53=v53_6 (factors are sorted from the most common).
low frequency for factors like v83=v83.NA, v23=v23_8, v24=v24_7, v34=v34.NA, v79=v79.NA, v80=v80.NA, v81=v81.NA, v75=v75_4, v77=v77_4 and v23=v23.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v74=v74_6, v71=v71.NA, v70=v70.NA, v76=v76_6, v73=v73.NA, v72=v72.NA, v66=v66.NA, v68=v68_4, v83=v83_7 and v26=v26.NA (factors are sorted from the most common).
low frequency for factors like v73=v73_1, v66=v66_4, v76=v76_7, v72=v72_1, v9=v9_1, v74=v74_7, v9=v9.NA, v70=v70_4, v40=v40_3 and v72=v72_3 (factors are sorted from the rarest).

30. Description of the plane 55:56

Figure 30.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 30.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 55 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v42=v42_3, v83=v83_7, v8=v8_4, v74=v74_7, v1=v1_3, v2=v2_5, v79=v79_3, v95=v95_78, v32=v32_4 and v29=v29_5 (factors are sorted from the most common).
low frequency for factors like v74=v74_6, v76=v76_6, v79=v79_2, v82=v82_4, v15=v15_3, v25=v25_2, v2=v2_3, v73=v73_2, v76=v76_5 and v52=v52_3 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v76=v76_6, v74=v74_6, v15=v15_3, v76=v76_5, v82=v82_4, v79=v79_2, v73=v73_2, v9=v9.NA, v86=v86_8 and v52=v52_3 (factors are sorted from the most common).
low frequency for factors like v70=v70_2, v79=v79_3, v83=v83_7, v72=v72_4, v74=v74_7, v42=v42_3, v82=v82_1, v43=v43_5, v2=v2_5 and v28=v28_2 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v74=v74_2, v84=v84_1, v35=v35_8, v87=v87_5, v50=v50_8, v95=v95_84, v34=v34_3, v43=v43_5, v49=v49_4 and v84=v84_6 (factors are sorted from the most common).
low frequency for factors like v31=v31.NA, v49=v49_2, v6=v6_6, v54=v54_1, v38=v38.NA, v50=v50.NA, v36=v36.NA, v34=v34.NA, v33=v33_2 and v27=v27.NA (factors are sorted from the rarest).

The dimension 56 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v42=v42_3, v83=v83_7, v8=v8_4, v74=v74_7, v1=v1_3, v2=v2_5, v79=v79_3, v95=v95_78, v32=v32_4 and v29=v29_5 (factors are sorted from the most common).
low frequency for factors like v74=v74_6, v76=v76_6, v79=v79_2, v82=v82_4, v15=v15_3, v25=v25_2, v2=v2_3, v73=v73_2, v76=v76_5 and v52=v52_3 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v74=v74_2, v84=v84_1, v35=v35_8, v87=v87_5, v50=v50_8, v95=v95_84, v34=v34_3, v43=v43_5, v49=v49_4 and v84=v84_6 (factors are sorted from the most common).
low frequency for factors like v31=v31.NA, v49=v49_2, v6=v6_6, v54=v54_1, v38=v38.NA, v50=v50.NA, v36=v36.NA, v34=v34.NA, v33=v33_2 and v27=v27.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v76=v76_6, v74=v74_6, v15=v15_3, v76=v76_5, v82=v82_4, v79=v79_2, v73=v73_2, v9=v9.NA, v86=v86_8 and v52=v52_3 (factors are sorted from the most common).
low frequency for factors like v70=v70_2, v79=v79_3, v83=v83_7, v72=v72_4, v74=v74_7, v42=v42_3, v82=v82_1, v43=v43_5, v2=v2_5 and v28=v28_2 (factors are sorted from the rarest).

31. Description of the plane 57:58

Figure 31.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 31.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 57 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v32=v32_2, v34=v34_2, v71=v71.NA, v70=v70.NA, v47=v47_8, v24=v24_7, v23=v23_8, v90=v90_1, v66=v66.NA and v50=v50_5 (factors are sorted from the most common).
low frequency for factors like v66=v66_4, v32=v32_3, v4=v4_4, v72=v72_3, v3=v3_1, v77=v77_4, v24=v24_4, v7=v7_1, v112=v112_6 and v5=v5_6 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v76=v76_6, v74=v74_6, v37=v37_6, v24=v24_7, v23=v23_8, v86=v86_7, v23=v23_9, v112=v112_4, v57=v57_3 and v35=v35_8 (factors are sorted from the most common).
low frequency for factors like v78=v78.NA, v6=v6_1, v74=v74_7, v72=v72_3, v76=v76_7, v28=v28_5, v23=v23_12, v24=v24_5, v112=v112_7 and v23=v23_1 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v25=v25_2, v25=v25_3, v23=v23_1, v66=v66_4, v26=v26_3, v26=v26_2, v72=v72_3, v81=v81_9, v112=v112_7 and v112=v112_6 (factors are sorted from the most common).
low frequency for factors like v23=v23_8, v24=v24_7, v57=v57_3, v81=v81.NA, v3=v3_4, v25=v25_15, v26=v26_9, v75=v75_4, v70=v70.NA and v71=v71.NA (factors are sorted from the rarest).

The group 4 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v4=v4_4, v95=v95_55, v82=v82_3, v54=v54.NA, v52=v52.NA, v47=v47.NA, v51=v51.NA, v2=v2_2, v73=v73.NA and v72=v72.NA (factors are sorted from the most common).
low frequency for factors like v23=v23_8, v24=v24_7, v34=v34_2, v32=v32_2, v6=v6_2, v45=v45_8, v112=v112_7, v47=v47_8, v25=v25_2 and v95=v95_88 (factors are sorted from the rarest).

The dimension 58 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v4=v4_4, v95=v95_55, v82=v82_3, v54=v54.NA, v52=v52.NA, v47=v47.NA, v51=v51.NA, v2=v2_2, v73=v73.NA and v72=v72.NA (factors are sorted from the most common).
low frequency for factors like v23=v23_8, v24=v24_7, v34=v34_2, v32=v32_2, v6=v6_2, v45=v45_8, v112=v112_7, v47=v47_8, v25=v25_2 and v95=v95_88 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v76=v76_6, v74=v74_6, v37=v37_6, v24=v24_7, v23=v23_8, v86=v86_7, v23=v23_9, v112=v112_4, v57=v57_3 and v35=v35_8 (factors are sorted from the most common).
low frequency for factors like v78=v78.NA, v6=v6_1, v74=v74_7, v72=v72_3, v76=v76_7, v28=v28_5, v23=v23_12, v24=v24_5, v112=v112_7 and v23=v23_1 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v25=v25_2, v25=v25_3, v23=v23_1, v66=v66_4, v26=v26_3, v26=v26_2, v72=v72_3, v81=v81_9, v112=v112_7 and v112=v112_6 (factors are sorted from the most common).
low frequency for factors like v23=v23_8, v24=v24_7, v57=v57_3, v81=v81.NA, v3=v3_4, v25=v25_15, v26=v26_9, v75=v75_4, v70=v70.NA and v71=v71.NA (factors are sorted from the rarest).

The group 4 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v32=v32_2, v34=v34_2, v71=v71.NA, v70=v70.NA, v47=v47_8, v24=v24_7, v23=v23_8, v90=v90_1, v66=v66.NA and v50=v50_5 (factors are sorted from the most common).
low frequency for factors like v66=v66_4, v32=v32_3, v4=v4_4, v72=v72_3, v3=v3_1, v77=v77_4, v24=v24_4, v7=v7_1, v112=v112_6 and v5=v5_6 (factors are sorted from the rarest).

32. Description of the plane 59:60

Figure 32.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 32.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 59 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v5=v5_6, v81=v81_2, v54=v54_5, v52=v52_2, v1=v1_1, v3=v3_2, v7=v7_7, v78=v78_4, v86=v86_2 and v86=v86_4 (factors are sorted from the most common).
low frequency for factors like v80=v80_2, v3=v3_3, v8=v8_8, v37=v37_6, v1=v1_4, v52=v52_3, v42=v42_4, v17=v17_6, v95=v95_78 and v52=v52_1 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v78=v78_1, v81=v81_6, v83=v83_6, v95=v95_78, v87=v87_5, v4=v4_7, v28=v28_6, v27=v27_4, v84=v84_1 and v42=v42_4 (factors are sorted from the most common).
low frequency for factors like v1=v1_1, v27=v27_5, v42=v42_6, v5=v5_5, v76=v76_2, v53=v53_3, v47=v47_6, v19=v19_4, v26=v26_1 and v7=v7_2 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v7=v7_5, v34=v34_4, v24=v24_1, v23=v23_10, v77=v77_1, v83=v83_7, v90=v90_8, v28=v28_2, v82=v82_5 and v4=v4_9 (factors are sorted from the most common).
low frequency for factors like v77=v77_4, v76=v76_6, v30=v30_3, v82=v82_4, v52=v52_2, v78=v78_1, v54=v54_5, v31=v31_4, v75=v75_4 and v81=v81_2 (factors are sorted from the rarest).

The group 4 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v17=v17_6, v2=v2_4, v19=v19_4, v7=v7_3, v88=v88_7, v74=v74_2, v85=v85_1, v37=v37_6, v31=v31_3 and v42=v42_8 (factors are sorted from the most common).
low frequency for factors like v17=v17_3, v81=v81_2, v5=v5_6, v19=v19_1, v23=v23_10, v24=v24_1, v80=v80_3, v86=v86_2, v53=v53_2 and v72=v72_7 (factors are sorted from the rarest).

The dimension 60 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v17=v17_6, v2=v2_4, v19=v19_4, v7=v7_3, v88=v88_7, v74=v74_2, v85=v85_1, v37=v37_6, v31=v31_3 and v42=v42_8 (factors are sorted from the most common).
low frequency for factors like v17=v17_3, v81=v81_2, v5=v5_6, v19=v19_1, v23=v23_10, v24=v24_1, v80=v80_3, v86=v86_2, v53=v53_2 and v72=v72_7 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v78=v78_1, v81=v81_6, v83=v83_6, v95=v95_78, v87=v87_5, v4=v4_7, v28=v28_6, v27=v27_4, v84=v84_1 and v42=v42_4 (factors are sorted from the most common).
low frequency for factors like v1=v1_1, v27=v27_5, v42=v42_6, v5=v5_5, v76=v76_2, v53=v53_3, v47=v47_6, v19=v19_4, v26=v26_1 and v7=v7_2 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v7=v7_5, v34=v34_4, v24=v24_1, v23=v23_10, v77=v77_1, v83=v83_7, v90=v90_8, v28=v28_2, v82=v82_5 and v4=v4_9 (factors are sorted from the most common).
low frequency for factors like v77=v77_4, v76=v76_6, v30=v30_3, v82=v82_4, v52=v52_2, v78=v78_1, v54=v54_5, v31=v31_4, v75=v75_4 and v81=v81_2 (factors are sorted from the rarest).

The group 4 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v5=v5_6, v81=v81_2, v54=v54_5, v52=v52_2, v1=v1_1, v3=v3_2, v7=v7_7, v78=v78_4, v86=v86_2 and v86=v86_4 (factors are sorted from the most common).
low frequency for factors like v80=v80_2, v3=v3_3, v8=v8_8, v37=v37_6, v1=v1_4, v52=v52_3, v42=v42_4, v17=v17_6, v95=v95_78 and v52=v52_1 (factors are sorted from the rarest).

33. Description of the plane 61:62

Figure 33.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 33.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 61 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v16=v16_9, v74=v74_6, v77=v77_4, v1=v1_6, v75=v75_4, v2=v2_4, v76=v76_6, v68=v68_4, v95=v95_87 and v3=v3_0 (factors are sorted from the most common).
low frequency for factors like v77=v77_1, v76=v76_5, v75=v75_1, v38=v38_2, v3=v3_2, v2=v2_0, v47=v47_9, v15=v15_6, v74=v74_5 and v54=v54_4 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v77=v77_1, v3=v3_2, v75=v75_1, v76=v76_5, v95=v95_78, v83=v83.NA, v82=v82.NA, v1=v1_2, v74=v74_5 and v80=v80.NA (factors are sorted from the most common).
low frequency for factors like v23=v23_8, v24=v24_7, v83=v83_8, v77=v77.NA, v76=v76.NA, v37=v37_5, v31=v31_2, v78=v78_3, v36=v36_4 and v15=v15_2 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v5=v5_8, v38=v38_2, v73=v73.NA, v72=v72.NA, v53=v53_4, v3=v3_4, v78=v78_3, v71=v71.NA, v70=v70.NA and v36=v36_4 (factors are sorted from the most common).
low frequency for factors like v76=v76_6, v74=v74_6, v5=v5_7, v21=v21_4, v36=v36.NA, v43=v43_5, v73=v73_1, v25=v25_7, v26=v26_4 and v82=v82_7 (factors are sorted from the rarest).

The dimension 62 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v5=v5_8, v38=v38_2, v73=v73.NA, v72=v72.NA, v53=v53_4, v3=v3_4, v78=v78_3, v71=v71.NA, v70=v70.NA and v36=v36_4 (factors are sorted from the most common).
low frequency for factors like v76=v76_6, v74=v74_6, v5=v5_7, v21=v21_4, v36=v36.NA, v43=v43_5, v73=v73_1, v25=v25_7, v26=v26_4 and v82=v82_7 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v77=v77_1, v3=v3_2, v75=v75_1, v76=v76_5, v95=v95_78, v83=v83.NA, v82=v82.NA, v1=v1_2, v74=v74_5 and v80=v80.NA (factors are sorted from the most common).
low frequency for factors like v23=v23_8, v24=v24_7, v83=v83_8, v77=v77.NA, v76=v76.NA, v37=v37_5, v31=v31_2, v78=v78_3, v36=v36_4 and v15=v15_2 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v16=v16_9, v74=v74_6, v77=v77_4, v1=v1_6, v75=v75_4, v2=v2_4, v76=v76_6, v68=v68_4, v95=v95_87 and v3=v3_0 (factors are sorted from the most common).
low frequency for factors like v77=v77_1, v76=v76_5, v75=v75_1, v38=v38_2, v3=v3_2, v2=v2_0, v47=v47_9, v15=v15_6, v74=v74_5 and v54=v54_4 (factors are sorted from the rarest).

34. Description of the plane 63:64

Figure 34.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 34.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 63 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v42=v42_8, v46=v46_8, v41=v41.NA, v40=v40.NA, v30=v30.NA, v29=v29.NA, v28=v28.NA, v32=v32.NA, v3=v3_5 and v33=v33.NA (factors are sorted from the most common).
low frequency for factors like v42=v42_7, v77=v77_1, v42=v42_6, v8=v8_1, v70=v70.NA, v71=v71.NA, v30=v30_7, v75=v75_1, v33=v33_2 and v3=v3_3 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v43=v43_2, v71=v71_2, v74=v74_4, v21=v21_6, v7=v7_8, v32=v32_3, v9=v9.NA, v76=v76_4, v43=v43_4 and v19=v19_3 (factors are sorted from the most common).
low frequency for factors like v66=v66_1, v8=v8_2, v82=v82_7, v2=v2_2, v32=v32_2, v5=v5_4, v42=v42_8, v83=v83_9, v76=v76_6 and v6=v6_5 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v17=v17_6, v5=v5_7, v7=v7_3, v32=v32_2, v3=v3_1, v36=v36_3, v71=v71.NA, v70=v70.NA, v25=v25_1 and v43=v43_5 (factors are sorted from the most common).
low frequency for factors like v19=v19_3, v4=v4_4, v43=v43_2, v32=v32_3, v40=v40.NA, v41=v41.NA, v30=v30_2, v36=v36.NA, v74=v74_4 and v76=v76_4 (factors are sorted from the rarest).

The dimension 64 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v43=v43_2, v71=v71_2, v74=v74_4, v21=v21_6, v7=v7_8, v32=v32_3, v9=v9.NA, v76=v76_4, v43=v43_4 and v19=v19_3 (factors are sorted from the most common).
low frequency for factors like v66=v66_1, v8=v8_2, v82=v82_7, v2=v2_2, v32=v32_2, v5=v5_4, v42=v42_8, v83=v83_9, v76=v76_6 and v6=v6_5 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v42=v42_8, v46=v46_8, v41=v41.NA, v40=v40.NA, v30=v30.NA, v29=v29.NA, v28=v28.NA, v32=v32.NA, v3=v3_5 and v33=v33.NA (factors are sorted from the most common).
low frequency for factors like v42=v42_7, v77=v77_1, v42=v42_6, v8=v8_1, v70=v70.NA, v71=v71.NA, v30=v30_7, v75=v75_1, v33=v33_2 and v3=v3_3 (factors are sorted from the rarest).

35. Description of the plane 65:66

Figure 35.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 35.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 65 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v2=v2_4, v75=v75_1, v7=v7_3, v1=v1_6, v77=v77_1, v87=v87_2, v21=v21_2, v70=v70_2, v73=v73_4 and v15=v15_6 (factors are sorted from the most common).
low frequency for factors like v70=v70.NA, v71=v71.NA, v46=v46_8, v57=v57_9, v68=v68.NA, v31=v31_3, v25=v25_1, v15=v15_2, v26=v26_1 and v15=v15_4 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v47=v47_1, v83=v83_9, v26=v26_1, v81=v81_2, v25=v25_1, v2=v2_6, v37=v37_4, v17=v17_4, v86=v86_4 and v88=v88_4 (factors are sorted from the most common).
low frequency for factors like v75=v75_1, v77=v77_1, v36=v36_6, v45=v45_8, v2=v2_4, v87=v87_2, v88=v88_9, v21=v21_2, v112=v112_8 and v44=v44_1 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v46=v46_9, v57=v57_9, v52=v52_3, v29=v29_4, v26=v26_4, v25=v25_7, v78=v78_6, v43=v43_4, v34=v34_4 and v21=v21_6 (factors are sorted from the most common).
low frequency for factors like v34=v34.NA, v33=v33_1, v46=v46.NA, v57=v57.NA, v94=v94_13, v51=v51_1, v78=v78.NA, v25=v25_15, v26=v26_9 and v57=v57_3 (factors are sorted from the rarest).

The dimension 66 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v46=v46_9, v57=v57_9, v52=v52_3, v29=v29_4, v26=v26_4, v25=v25_7, v78=v78_6, v43=v43_4, v34=v34_4 and v21=v21_6 (factors are sorted from the most common).
low frequency for factors like v34=v34.NA, v33=v33_1, v46=v46.NA, v57=v57.NA, v94=v94_13, v51=v51_1, v78=v78.NA, v25=v25_15, v26=v26_9 and v57=v57_3 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v47=v47_1, v83=v83_9, v26=v26_1, v81=v81_2, v25=v25_1, v2=v2_6, v37=v37_4, v17=v17_4, v86=v86_4 and v88=v88_4 (factors are sorted from the most common).
low frequency for factors like v75=v75_1, v77=v77_1, v36=v36_6, v45=v45_8, v2=v2_4, v87=v87_2, v88=v88_9, v21=v21_2, v112=v112_8 and v44=v44_1 (factors are sorted from the rarest).

36. Description of the plane 67:68

Figure 36.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 36.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 67 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v15=v15_6, v19=v19_2, v16=v16_1, v36=v36_2, v3=v3_5, v3=v3_0, v96=v96_88, v16=v16_2, v72=v72_5 and v80=v80_2 (factors are sorted from the most common).
low frequency for factors like v72=v72_7, v15=v15_2, v1=v1_2, v95=v95_52, v2=v2_3, v16=v16_9, v52=v52_3, v25=v25_2, v38=v38_2 and v37=v37_6 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v25=v25_2, v8=v8_4, v3=v3_1, v16=v16.NA, v15=v15.NA, v80=v80_3, v26=v26_2, v43=v43_7, v6=v6_5 and v5=v5_2 (factors are sorted from the most common).
low frequency for factors like v8=v8_5, v112=v112_2, v88=v88_9, v87=v87_7, v6=v6_1, v52=v52_4, v80=v80_2, v34=v34_1, v31=v31_2 and v23=v23_12 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v16=v16_9, v75=v75_9, v74=v74_1, v112=v112_2, v1=v1_2, v15=v15_2, v38=v38_2, v15=v15_3, v3=v3_2 and v68=v68_2 (factors are sorted from the most common).
low frequency for factors like v74=v74.NA, v75=v75.NA, v9=v9_6, v8=v8_4, v15=v15_6, v72=v72_6, v73=v73_5, v76=v76.NA, v77=v77.NA and v16=v16_1 (factors are sorted from the rarest).

The dimension 68 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v15=v15_6, v19=v19_2, v16=v16_1, v36=v36_2, v3=v3_5, v3=v3_0, v96=v96_88, v16=v16_2, v72=v72_5 and v80=v80_2 (factors are sorted from the most common).
low frequency for factors like v72=v72_7, v15=v15_2, v1=v1_2, v95=v95_52, v2=v2_3, v16=v16_9, v52=v52_3, v25=v25_2, v38=v38_2 and v37=v37_6 (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v16=v16_9, v75=v75_9, v74=v74_1, v112=v112_2, v1=v1_2, v15=v15_2, v38=v38_2, v15=v15_3, v3=v3_2 and v68=v68_2 (factors are sorted from the most common).
low frequency for factors like v74=v74.NA, v75=v75.NA, v9=v9_6, v8=v8_4, v15=v15_6, v72=v72_6, v73=v73_5, v76=v76.NA, v77=v77.NA and v16=v16_1 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v25=v25_2, v8=v8_4, v3=v3_1, v16=v16.NA, v15=v15.NA, v80=v80_3, v26=v26_2, v43=v43_7, v6=v6_5 and v5=v5_2 (factors are sorted from the most common).
low frequency for factors like v8=v8_5, v112=v112_2, v88=v88_9, v87=v87_7, v6=v6_1, v52=v52_4, v80=v80_2, v34=v34_1, v31=v31_2 and v23=v23_12 (factors are sorted from the rarest).

37. Description of the plane 69:70

Figure 37.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 37.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 69 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v37=v37_6, v8=v8.NA, v30=v30_2, v72=v72_4, v31=v31_3, v9=v9.NA, v52=v52_4, v8=v8_5, v82=v82_9 and v16=v16_1 (factors are sorted from the most common).
low frequency for factors like v8=v8_2, v6=v6_3, v52=v52_1, v9=v9_2, v27=v27_6, v86=v86_9, v74=v74.NA, v8=v8_4, v30=v30_3 and v34=v34_3 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v3=v3_2, v81=v81.NA, v51=v51_9, v68=v68_4, v15=v15_5, v82=v82.NA, v79=v79_1, v42=v42_7, v1=v1_2 and v82=v82_5 (factors are sorted from the most common).
low frequency for factors like v2=v2_1, v82=v82_4, v81=v81_9, v3=v3_0, v42=v42_6, v35=v35_2, v15=v15_2, v79=v79_2, v40=v40_2 and v38=v38_2 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v81=v81_9, v38=v38_3, v75=v75.NA, v74=v74.NA, v96=v96_88, v37=v37_3, v3=v3_0, v9=v9_6, v94=v94_26 and v81=v81_3 (factors are sorted from the most common).
low frequency for factors like v81=v81.NA, v83=v83.NA, v80=v80.NA, v82=v82.NA, v79=v79.NA, v3=v3_2, v94=v94_13, v27=v27_6, v43=v43_2 and v74=v74_1 (factors are sorted from the rarest).

The dimension 70 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v8=v8_2, v27=v27_6, v43=v43_2, v9=v9_2, v9=v9_4, v19=v19_2, v6=v6_3, v52=v52_1, v34=v34_3 and v30=v30_3 (factors are sorted from the most common).
low frequency for factors like v8=v8_5, v9=v9_5, v33=v33_2, v52=v52_4, v82=v82_9, v37=v37_6, v3=v3_3, v16=v16_1, v8=v8.NA and v1=v1_0 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v3=v3_2, v81=v81.NA, v51=v51_9, v68=v68_4, v15=v15_5, v82=v82.NA, v79=v79_1, v42=v42_7, v1=v1_2 and v82=v82_5 (factors are sorted from the most common).
low frequency for factors like v2=v2_1, v82=v82_4, v81=v81_9, v3=v3_0, v42=v42_6, v35=v35_2, v15=v15_2, v79=v79_2, v40=v40_2 and v38=v38_2 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v37=v37_6, v8=v8.NA, v30=v30_2, v72=v72_4, v31=v31_3, v9=v9.NA, v52=v52_4, v8=v8_5, v82=v82_9 and v16=v16_1 (factors are sorted from the most common).
low frequency for factors like v8=v8_2, v6=v6_3, v52=v52_1, v9=v9_2, v27=v27_6, v86=v86_9, v74=v74.NA, v8=v8_4, v30=v30_3 and v34=v34_3 (factors are sorted from the rarest).

38. Description of the plane 71:72

Figure 38.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 38.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 71 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v72=v72_7, v53=v53_5, v73=v73_5, v83=v83_7, v94=v94_25, v17=v17_4, v112=v112_2, v16=v16.NA, v15=v15.NA and v7=v7_1 (factors are sorted from the most common).
low frequency for factors like v46=v46_1, v74=v74_5, v83=v83_4, v25=v25_1, v2=v2_1, v4=v4_1, v57=v57_3, v30=v30_6, v16=v16_9 and v19=v19_4 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v25=v25_2, v24=v24_4, v49=v49_4, v23=v23_1, v26=v26_2, v19=v19_5, v9=v9_4, v51=v51_2, v75=v75_3 and v9=v9_2 (factors are sorted from the most common).
low frequency for factors like v9=v9_5, v8=v8_5, v17=v17_3, v37=v37_5, v53=v53_1, v23=v23_10, v24=v24_1, v76=v76_1, v23=v23_7 and v24=v24_8 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v71=v71.NA, v70=v70.NA, v9=v9_5, v8=v8_7, v5=v5_1, v68=v68_3, v77=v77_1, v40=v40_3, v25=v25_3 and v3=v3_0 (factors are sorted from the most common).
low frequency for factors like v23=v23_8, v24=v24_7, v8=v8_2, v8=v8_8, v76=v76_6, v30=v30_6, v9=v9_2, v28=v28_5, v42=v42_8 and v74=v74_6 (factors are sorted from the rarest).

The dimension 72 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v24=v24_7, v23=v23_8, v46=v46_1, v57=v57_3, v74=v74_5, v16=v16_9, v31=v31.NA, v37=v37_2, v30=v30_6 and v90=v90_6 (factors are sorted from the most common).
low frequency for factors like v5=v5_5, v81=v81_7, v72=v72_7, v83=v83_9, v16=v16_1, v17=v17_4, v46=v46_4, v35=v35_1, v15=v15.NA and v16=v16.NA (factors are sorted from the rarest).

The group 2 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v72=v72_7, v53=v53_5, v73=v73_5, v83=v83_7, v94=v94_25, v17=v17_4, v112=v112_2, v16=v16.NA, v15=v15.NA and v7=v7_1 (factors are sorted from the most common).
low frequency for factors like v46=v46_1, v74=v74_5, v83=v83_4, v25=v25_1, v2=v2_1, v4=v4_1, v57=v57_3, v30=v30_6, v16=v16_9 and v19=v19_4 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v71=v71.NA, v70=v70.NA, v9=v9_5, v8=v8_7, v5=v5_1, v68=v68_3, v77=v77_1, v40=v40_3, v25=v25_3 and v3=v3_0 (factors are sorted from the most common).
low frequency for factors like v23=v23_8, v24=v24_7, v8=v8_2, v8=v8_8, v76=v76_6, v30=v30_6, v9=v9_2, v28=v28_5, v42=v42_8 and v74=v74_6 (factors are sorted from the rarest).

39. Description of the plane 73:74

Figure 39.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 39.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 73 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v1=v1_4, v74=v74_6, v76=v76_6, v78=v78_4, v90=v90.NA, v70=v70_2, v112=v112_1, v82=v82_3, v81=v81_1 and v43=v43_6 (factors are sorted from the most common).
low frequency for factors like v70=v70.NA, v71=v71.NA, v29=v29_5, v30=v30_7, v94=v94_99, v1=v1_2, v76=v76_7, v90=v90_1, v16=v16_1 and v27=v27.NA (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v8=v8.NA, v9=v9.NA, v15=v15_6, v112=v112_5, v71=v71.NA, v70=v70.NA, v4=v4_2, v16=v16_1, v2=v2_0 and v94=v94_26 (factors are sorted from the most common).
low frequency for factors like v82=v82_3, v16=v16_9, v72=v72_6, v1=v1_4, v52=v52_4, v74=v74_6, v54=v54_3, v3=v3_3, v76=v76_5 and v5=v5_6 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v112=v112_8, v94=v94_99, v90=v90_1, v24=v24_5, v23=v23_12, v53=v53_4, v75=v75_2, v1=v1_2, v42=v42_4 and v7=v7_1 (factors are sorted from the most common).
low frequency for factors like v28=v28_5, v5=v5_7, v17=v17_4, v52=v52.NA, v54=v54.NA, v42=v42_7, v1=v1_1, v76=v76_6, v9=v9.NA and v68=v68_3 (factors are sorted from the rarest).

The dimension 74 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v112=v112_8, v94=v94_99, v90=v90_1, v24=v24_5, v23=v23_12, v53=v53_4, v75=v75_2, v1=v1_2, v42=v42_4 and v7=v7_1 (factors are sorted from the most common).
low frequency for factors like v28=v28_5, v5=v5_7, v17=v17_4, v52=v52.NA, v54=v54.NA, v42=v42_7, v1=v1_1, v76=v76_6, v9=v9.NA and v68=v68_3 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v8=v8.NA, v9=v9.NA, v15=v15_6, v112=v112_5, v71=v71.NA, v70=v70.NA, v4=v4_2, v16=v16_1, v2=v2_0 and v94=v94_26 (factors are sorted from the most common).
low frequency for factors like v82=v82_3, v16=v16_9, v72=v72_6, v1=v1_4, v52=v52_4, v74=v74_6, v54=v54_3, v3=v3_3, v76=v76_5 and v5=v5_6 (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v1=v1_4, v74=v74_6, v76=v76_6, v78=v78_4, v90=v90.NA, v70=v70_2, v112=v112_1, v82=v82_3, v81=v81_1 and v43=v43_6 (factors are sorted from the most common).
low frequency for factors like v70=v70.NA, v71=v71.NA, v29=v29_5, v30=v30_7, v94=v94_99, v1=v1_2, v76=v76_7, v90=v90_1, v16=v16_1 and v27=v27.NA (factors are sorted from the rarest).

40. Description of the plane 75:76

Figure 40.1 - Individuals factor map (MCA) The labeled individuals are those with the higher contribution to the plane construction.

Figure 40.2 - Variables factor map (MCA) The labeled variables are those the best shown on the plane.

The dimension 75 opposes individuals characterized by a strongly positive coordinate on the axis (to the right of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the left of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v28=v28_3, v42=v42_6, v112=v112_1, v88=v88_9, v48=v48.NA, v75=v75_4, v31=v31_7, v4=v4_4, v5=v5_8 and v95=v95_54 (factors are sorted from the most common).
low frequency for factors like v42=v42_7, v4=v4_3, v3=v3_2, v5=v5_6, v28=v28_5, v28=v28_6, v81=v81_8, v3=v3_6, v30=v30_6 and v52=v52_2 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v112=v112_4, v81=v81_7, v50=v50_2, v2=v2_4, v71=v71_2, v42=v42_1, v6=v6_3, v34=v34_3, v45=v45_6 and v28=v28_6 (factors are sorted from the most common).
low frequency for factors like v1=v1_1, v42=v42_6, v28=v28_3, v112=v112_3, v5=v5_5, v70=v70_1, v71=v71_1, v82=v82_3, v76=v76_7 and v44=v44.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v1=v1_1, v3=v3_2, v81=v81_8, v2=v2_5, v30=v30_6, v52=v52.NA, v87=v87_9, v87=v87_3, v48=v48_8 and v83=v83.NA (factors are sorted from the most common).
low frequency for factors like v45=v45_6, v42=v42_1, v53=v53_4, v52=v52_1, v112=v112_4, v21=v21_2, v54=v54_2, v42=v42_8, v81=v81_7 and v4=v4_4 (factors are sorted from the rarest).

The dimension 76 opposes individuals characterized by a strongly positive coordinate on the axis (to the top of the graph) to individuals characterized by a strongly negative coordinate on the axis (to the bottom of the graph).

The group 1 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v1=v1_1, v3=v3_2, v81=v81_8, v2=v2_5, v30=v30_6, v52=v52.NA, v87=v87_9, v87=v87_3, v48=v48_8 and v83=v83.NA (factors are sorted from the most common).
low frequency for factors like v45=v45_6, v42=v42_1, v53=v53_4, v52=v52_1, v112=v112_4, v21=v21_2, v54=v54_2, v42=v42_8, v81=v81_7 and v4=v4_4 (factors are sorted from the rarest).

The group 2 (characterized by a positive coordinate on the axis) is sharing :

high frequency for factors like v112=v112_4, v81=v81_7, v50=v50_2, v2=v2_4, v71=v71_2, v42=v42_1, v6=v6_3, v34=v34_3, v45=v45_6 and v28=v28_6 (factors are sorted from the most common).
low frequency for factors like v1=v1_1, v42=v42_6, v28=v28_3, v112=v112_3, v5=v5_5, v70=v70_1, v71=v71_1, v82=v82_3, v76=v76_7 and v44=v44.NA (factors are sorted from the rarest).

The group 3 (characterized by a negative coordinate on the axis) is sharing :

high frequency for factors like v28=v28_3, v42=v42_6, v112=v112_1, v88=v88_9, v48=v48.NA, v75=v75_4, v31=v31_7, v4=v4_4, v5=v5_8 and v95=v95_54 (factors are sorted from the most common).
low frequency for factors like v42=v42_7, v4=v4_3, v3=v3_2, v5=v5_6, v28=v28_5, v28=v28_6, v81=v81_8, v3=v3_6, v30=v30_6 and v52=v52_2 (factors are sorted from the rarest).

41. Classification

Figure 41 - Ascending Hierarchical Classification of the individuals. The classification made on individuals reveals 3 clusters.

The cluster 1 is made of individuals sharing :

high frequency for factors like v29=v29.NA, v28=v28.NA, v30=v30.NA, v41=v41.NA, v40=v40.NA, v32=v32.NA, v33=v33.NA, v42=v42_9, v37=v37.NA and v54=v54.NA (factors are sorted from the most common).
low frequency for factors like v51=v51_1, v41=v41_1, v37=v37_1, v32=v32_3, v29=v29_6, v57=v57_9, v55=v55_9, v68=v68_1, v44=v44_9 and v33=v33_1 (factors are sorted from the rarest).

The cluster 2 is made of individuals sharing :

high frequency for factors like v40=v40_7, v55=v55_3, v44=v44_1, v29=v29_6, v41=v41_2, v6=v6_1, v1=v1_0, v9=v9_5, v21=v21_9 and v42=v42_7 (factors are sorted from the most common).
low frequency for factors like v4=v4_0, v44=v44_9, v55=v55_9, v53=v53_9, v40=v40_1, v5=v5_0, v28=v28_1, v54=v54_9, v29=v29_1 and v35=v35_5 (factors are sorted from the rarest).

The cluster 3 is made of individuals sharing :

high frequency for factors like v44=v44_9, v55=v55_9, v4=v4_0, v53=v53_9, v40=v40_1, v5=v5_0, v28=v28_1, v54=v54_9, v29=v29_1 and v35=v35_5 (factors are sorted from the most common).
low frequency for factors like v40=v40_7, v35=v35.NA, v1=v1_0, v55=v55_3, v44=v44_1, v48=v48.NA, v45=v45.NA, v46=v46.NA, v57=v57.NA and v6=v6_1 (factors are sorted from the rarest).

Multiple Correspondence Analysis

Dataset ffEA

1. Study of the outliers

2. Inertia distribution

3. Description of the plane 1:2

4. Description of the plane 3:4

5. Description of the plane 5:6

6. Description of the plane 7:8

7. Description of the plane 9:10

8. Description of the plane 11:12

9. Description of the plane 13:14

10. Description of the plane 15:16

11. Description of the plane 17:18

12. Description of the plane 19:20

13. Description of the plane 21:22

14. Description of the plane 23:24

15. Description of the plane 25:26

16. Description of the plane 27:28

17. Description of the plane 29:30

18. Description of the plane 31:32

19. Description of the plane 33:34

20. Description of the plane 35:36

21. Description of the plane 37:38

22. Description of the plane 39:40

23. Description of the plane 41:42

24. Description of the plane 43:44

25. Description of the plane 45:46

26. Description of the plane 47:48

27. Description of the plane 49:50

28. Description of the plane 51:52

29. Description of the plane 53:54

30. Description of the plane 55:56

31. Description of the plane 57:58

32. Description of the plane 59:60

33. Description of the plane 61:62

34. Description of the plane 63:64

35. Description of the plane 65:66

36. Description of the plane 67:68

37. Description of the plane 69:70

38. Description of the plane 71:72

39. Description of the plane 73:74

40. Description of the plane 75:76

41. Classification

Annexes